Publications

  1. Dattesh R. Dave, Alba Alfonso Garcia, Lisanne Kraft, Laura Marcu, Clifford T. Pereira. Defining the Zone of Acute Peripheral Nerve Injury Using Fluorescence Lifetime Imaging in a Crush Injury Sheep Model. The Journal of Hand Surgery. DOI: 10.1016/j.jhsa.2024.11.020. 2025.
  2. Xiwei Xuan, Ziquan Deng, Hsuan-Tien Lin, Kwan-Liu Ma. SLIM: Spuriousness Mitigation with Minimal Human Annotations. European Conference on Computer Vision, 215-231, 2025. DOI: 10.1007/978-3-031-72952-2_13. 2025.
  3. Julien Bec, Xiangnan Zhou, Martin Villiger, Jeffrey A Southard, Brett Bouma, Laura Marcu. Dual modality intravascular catheter system combining pulse-sampling fluorescence lifetime imaging and polarization-sensitive optical coherence tomography. Biomedical Optics Express 15 (4), 2114-2132, 2024. DOI: 10.1364/boe.516515. 2024.
  4. Mohamed Abul Hassan, Pu Sun, Xiangnan Zhou, Lisanne Kraft, Kelsey T Hadfield, Katjana Ehrlich, Jinyi Qi, Andrew Birkeland, Laura Marcu. Data-Centric Learning Framework for Real-Time Detection of Aiming Beam in Fluorescence Lifetime Imaging Guided Surgery. arXiv preprint arXiv:2411.07395. DOI: arXiv:2411.07395. 2024.
  5. Nimu Yuan, Mohamed A. Hassan, Katjana Ehrlich, Brent W. Weyers, Garrick Biddle, Vladimir Ivanovic, Osama A. A. Raslan, Dorina Gui, Marianne Abouyared, Arnaud F. Bewley, Andrew C. Birkeland, D. Gregory Farwell, Laura Marcu, Jinyi Qi. Early Detection of Lymph Node Metastasis Using Primary Head and Neck Cancer Computed Tomography and Fluorescence Lifetime Imaging. Diagnostics. DOI: 10.3390/diagnostics14182097. 2024.
  6. Vincenzo Tufaro, Farouc A Jaffer, Patrick W Serruys, Yoshinobu Onuma, Antonius FW van der Steen, Gregg W Stone, James E Muller, Laura Marcu, Gijs Van Soest, Brian K Courtney, Guillermo J Tearney, Christos V Bourantas. Emerging Hybrid Intracoronary Imaging Technologies and Their Applications in Clinical Practice and Research. Cardiovascular Interventions. DOI: 10.1016/j.jcin.2024.07.007. 2024.
  7. Katjana Ehrlich, Kelsey T. Hadfield, Mohamed A. Hassan, Lisanne Kraft, Jinyi Qi, Dorina Gui, Marianne Abouyared, Arnaud F. Bewley, D. Gregory Farwell, Andrew C. Birkeland, Laura Marcu. The Effect of Risk Factors on the Fluorescence Lifetime in Oropharyngeal Cancer. . DOI: 10.1364/translational.2024.ttu3b.2. 2024.
  8. Alba Alfonso-Garcia, Lisanne Kraft, Xiagnan Zhou, Julien Bec, Laura Marcu, Dongguang Wei, Shiro Urayama, Asha Cogdill. Colorectal Polyp Assessment with Label-Free Fluorescence Lifetime Imaging. Clinical and Translational Biophotonics, TM3B. 2, 2024. DOI: 10.1364/translational.2024.tm3b.2. 2024.
  9. Alba Alfonso García, Jee-Yon Lee, Alex Condon, Xiangnan Zhou, Julien Bec, Andreas J Baumler, Laura Marcu. Assessing in vivo label-free fluorescence lifetime Imaging sensitivity to low-grade colon inflammation. Photonic Diagnosis, Monitoring, Prevention, and Treatment of Infections and Inflammatory Diseases. DOI: 10.1117/12.3002008. 2024.
  10. Katjana Ehrlich, Kelsey T Hadfield, Lisanne Kraft, Mohamed A Hassan, Brent W Weyers, Xiangnan Zhou, Julien Bec, Dorina Gui, Arnaud F Bewley, Marianne Abouyared, D Gregory Farwell, Andrew C Birkeland, Laura Marcu. Investigating fluorescence lifetime signatures for normal tissue adjacent to cancer in oropharyngeal squamous cell carcinomas. Imaging, Therapeutics, and Advanced Technology in Head and Neck Surgery and Otolaryngology. DOI: 10.1117/12.3003488. 2024.
  11. Silvia N Noble Anbunesan, Alba Alfonso Garcia, Julien Bec, Mohamed Hassan, Lisanne Kraft, Matthew Bobinski, Han Sung Lee, Lee-Way Jin, Orin Bloch, Laura Marcu. Optical biopsy of brain tumors using fluorescence lifetime imaging (FLIm). Advanced Biomedical and Clinical Diagnostic and Surgical Guidance Systems. DOI: 10.1117/12.3001898. 2024.
  12. Mohamed A Hassan, Silvia N Noble Anbunesan, Alba Alfonso García, Matthew Bobinski, Han S Lee, Lee-Way Jin, Orin Bloch, Laura Marcu. Detecting infiltrative edges of brain tumors using label-free intraoperative FLIm. Advanced Biomedical and Clinical Diagnostic and Surgical Guidance Systems. DOI: 10.1117/12.3003609. 2024.
  13. Mohamed Hassan, Brent W Weyers, Julien Bec, Jinyi Qi, Dorina Gui, Arnaud F Bewley, Marianne Abouyared, Andrew C Birkeland, Laura Marcu. Mesoscopic FLIm for detection of residual cancer in transoral robotic surgery. Imaging, Therapeutics, and Advanced Technology in Head and Neck Surgery and Otolaryngology. DOI: 10.1117/12.2545150.6138709753001. 2024.
  14. Ahasan Ahamed, Amita Rawat, Lisa N. McPhillips, Laura Marcu, M. Saif Islam. On-chip hyperspectral detectors for fluorescence lifetime imaging. High-Speed Biomedical Imaging and Spectroscopy IX 12853, 18-27, 2024. DOI: 10.1117/12.3002476. 2024.
  15. Ahasan Ahamed, Amita Rawat, Lisa N McPhillips, Ahmed S Mayet, M Saif Islam. Unique Hyperspectral Response Design Enabled by Periodic Surface Textures in Photodiodes. ACS photonics. DOI: 10.1021/acsphotonics.4c00453.s001. 2024.
  16. Makoto Tsubokawa, M. Saif Islam. Design of a metasurface deflector for guided absorption enhancement in a Si PIN photodiode. Opt. Express. DOI: 10.1364/oe.523755. 2024.
  17. S. Mayet, A., Das, B., Afzal, H., Zaman, S., Ghandiparsi, S., Dhar, N.K., Woodall, J.M., Islam, M.S., Hossain, M. Finite-Difference Time-Domain Simulations of Photon-Trapping Nanohole Arrays for Enhanced Optical Absorption in Ultrahigh-Speed GaAs Photodetectors. ACS Applied Nano Materials 7 (9), 10037-10045, 2024. DOI: 10.1021/acsanm.4c00257.s001. 2024.
  18. Amita Rawat, Saif M. Islam. Direction of arrival sensing enabled by introducing asymmetric surface structures in photodetectors. Physics and Simulation of Optoelectronic Devices XXXII 12880, 201-207, 2024. DOI: 10.1117/12.3003432. 2024.
  19. M. Saif Islam, Amita Rawat, Makoto Tsubokawa. Metasurface-enabled circular light propagation for ultra-fast and efficient photodetection. Low-Dimensional Materials and Devices 2024 13114, 36-42, 2024. DOI: 10.1117/12.3030510. 2024.
  20. Yiyang Bai, Amita Rawat, Lisa N McPhillips, M. Saif Islam. P-on-N versus N-on-P Silicon-Avalanche Photodiode Selection for Visible and Near Infrared Wavelength Applications. 2024 Device Research Conference (DRC), 1-2, 2024. DOI: 10.1109/drc61706.2024.10605335. 2024.
  21. Ponizovskaya-Devine, Ekaterina, Toshishige Yamada, Shih-Yuan Wang, Saif Islam. Simulation of Ge on Si Photodiode with photon-trapping micro-nano holes with-3dB bandwidth of> 60 GHz at NIR wavelength. Available at SSRN 4909854, 2024. DOI: 10.2139/ssrn.4909854. 2024.
  22. Amita Rawat, Saif M. Islam. High-speed PiN photodiode design space exploration to break the speed-efficiency trade-off. Physics and Simulation of Optoelectronic Devices XXXII 12880, 194-200, 2024. DOI: 10.1117/12.3003413. 2024.
  23. M. Saif Islam, Ahasan Ahamed, Lisa N. McPhillips, Amita Rawat. Precision photon manipulation in photodetectors for AI-driven ultrafast sensing and imaging. Quantum Sensing and Nano Electronics and Photonics XX, PC128950B, 2024. DOI: 10.1117/12.3007784. 2024.
  24. Lisa N. McPhillips, Amita Rawat, Ahasan Ahamed, M. Saif Islam. DC linearity and absorption efficiency enhancement by introducing photon-trapping microstructures into avalanche photodetectors. Quantum Sensing and Nano Electronics and Photonics XX 12895, 90-96, 2024. DOI: 10.1117/12.3003649. 2024.
  25. Ahasan Ahamed, Amita Rawat, Lisa N. McPhillips, Shih-Yuan Wang, M. Saif Islam. Scalable photodetector design with sub-picosecond response time. Quantum Sensing and Nano Electronics and Photonics XX 12895, 97-104, 2024. DOI: 10.1117/12.3002441. 2024.
  26. Kobayashi, Nobuhiko P., A. Alec Talin, Albert V. Davydov, M. Saif Islam (Ed). Low-Dimensional Materials and Devices 2024. Proc. of SPIE Vol 13114, 1311401-1, 2024. DOI: 10.1093/oso/9780198517818.003.0004. 2024.
  27. Gunnsteinn Hall, Wenxuan Liang, Zaver M Bhujwalla, Xingde Li. SHG fiberscopy assessment of collagen morphology and its potential for breast cancer optical histology. IEEE Trans. Biomed. Eng. DOI: 10.1109/tbme.2024.3372629. 2024.
  28. Hyeon-Cheol Park, Dawei Li, Rongguang Liang, Gina Adrales, Xingde Li. Multifunctional Ablative Gastrointestinal Imaging Capsule (MAGIC) for Esophagus Surveillance and Interventions. BMEF (Biomedical Engineering Frontiers) 5, 0041, 2024. DOI: 10.1117/12.3004226.77eb3fe1-632a-ee11-a999-00505691c5e1. 2024.
  29. Soumyajit Ray, Cheng-Yu Lee, Hyeon-Cheol Park, David W. Nauen, Chetan Bettegowda, Xingde Li, Rama Chellappa. Leveraging Pretrained Vision Transformers for Automated Cancer Diagnosis in Optical Coherence Tomography Images. medRxiv, 2024.09. 26.24314445, 2024. DOI: 10.1101/2024.09.26.24314445. 2024.
  30. Adam Q. Bauer, Emily A. Gibson, Hui Wang, Vivek J. Srinivasan. Introduction to the Optics and the Brain 2023 feature issue. Biomed. Opt. Express. DOI: 10.1364/boe.517678. 2024.
  31. Dibbyan Mazumder, Oybek Kholiqov, Vivek J. Srinivasan. Interferometric near-infrared spectroscopy (iNIRS) reveals that blood flow index depends on wavelength. Biomedical Optics Express 15 (4), 2152-2174, 2024. DOI: 10.1364/brain.2024.btu4c.5. 2024.
  32. Mingjun Zhao, Wenjun Zhou, Santosh Aparanji, Soroush GhandiParsi, Vivek J. Srinivasan. Comprehensive Optimization of Interferometric Diffusing Wave Spectroscopy (iDWS). arXiv preprint arXiv:2412.17724, 2024. DOI: 10.1364/brain.2022.bw1c.3. 2024.
  33. Dibbyan Mazumder, Santosh Aparanji, Oybek Kholiqov, Drew Hamilton, Rabisankar Samanta, Vivek Srinivasan. 1060 nm interferometric near-infrared spectroscopy. Optica Open, 2024. DOI: 10.1364/opticaopen.26950129. 2024.
  34. Vivek Srinivasan. Unifying Diffuse Optics With Interferometry. Optics and Lasers in Engineering. DOI: 10.1016/0143-8166(89)90011-0. 2024.
  35. Rodrigo M. Forti, J.B. Majeski, M. Mason, M.K. Weeks, N.V. Ramachandran, K. Abramson, S. Aparanji, M. Zhao, T.S. Ko, V.J. Srinivasan, W.B. Baker, A.G. Yodh. Performance assessment methodologies for diffuse optical flow technologies. Optical Tomography and Spectroscopy, OS1D. 6, 2024. DOI: 10.1364/ots.2024.os1d.6. 2024.
  36. J.B. Majeski, R.M. Forti, S.H. Chong, N.V. Ramachandran, K. Abramson, S. Aparanji, M. Zhao, V.J. Srinivasan, W.B. Baker, A.G. Yodh. A Comparative Study of Blood Flow Monitoring Using Interferometric Diffusing Wave Spectroscopy, Speckle Contrast Optical Spectroscopy, and Diffuse Correlation Spectroscopy. Optical Tomography and Spectroscopy, OM5D. 4, 2024. DOI: 10.1364/ots.2024.om5d.4. 2024.
  37. Rishad Joarder, Weijian Yang, Vivek J Srinivasan, Soheil Ghiasi. Inverse Modeling Approach for Fetal Oxygen Saturation Estimation with Spatial Intensity. Optics and the Brain, JS4A. 1, 2024. DOI: 10.1364/translational.2024.js4a.1. 2024.
  38. Vivek J Srinivasan. Computational imaging and monitoring with interferometric diffuse optics. Computational Optical Imaging and Artificial Intelligence in Biomedical Sciences, 2024. DOI: 10.1117/12.3011384.d643b264-ca54-ee11-a99c-005056914f1c. 2024.
  39. Mingjun Zhao, Wenjun Zhou, Santosh Aparanji, Soroush GhandiParsi, Vivek J. Srinivasan. Recovering tissue properties with a time-of-flight informed interferometric diffusing wave spectroscopy (iDWS) system. Neural Imaging and Sensing 2024, PC128280L, 2024. DOI: 10.1364/brain.2022.bw1c.3. 2024.
  40. J.B. Majeski, R.M. Forti, S.H. Chong, N.V. Ramachandran, K. Abramson, S. Aparanji, M. Zhao, V.J. Srinivasan, W.B. Baker, A.G. Yodh. Comparison of diffuse correlation spectroscopy, speckle contrast optical spectroscopy, and interferometric diffusing wave spectroscopy for blood flow monitoring. Dynamics and Fluctuations in Biomedical Photonics XXI, PC128410D, 2024. DOI: 10.1364/ots.2024.om5d.4. 2024.
  41. Wenjun Zhou, Mingjun Zhao, Vivek J Srinivasan. A generalized form of the modified Siegert relationship. Dynamics and Fluctuations in Biomedical Photonics XXI, PC128410I, 2024. DOI: 10.1201/9781420009934-9. 2024.
  42. Begum Kasap, Kourosh Vali, Weitai Qian, Lihong Mo, Zahabiya H. Chithiwala, Anna C. Curtin, Soheil Ghiasi, Herman L. Hedriana. Transcutaneous Discrimination of Fetal Heart Rate from Maternal Heart Rate: A Fetal Oximetry Proof-of-Concept. Reprod. Sci. DOI: 10.1007/s43032-024-01582-z. 2024.
  43. Mahya Saffarpour, Weitai Qian, Kourosh Vali, Begum Kasap, Herman L. Hedriana, Soheil Ghiasi. Deep Harmonic Finesse: Signal Separation in Wearable Systems with Limited Data. Proceedings of the 61st ACM/IEEE Design Automation Conference, 1-6, 2024. DOI: 10.1145/3649329.3657339. 2024.
  44. Mahya Saffarpour, Kourosh Vali, Weitai Qian, Begum Kasap, Diana L. Farmer, Aijun Wang, Soheil Ghiasi. Deep Quasi-Periodic Priors: Signal Separation in Wearable Systems with Limited Data. 2024 Design, Automation & Test in Europe Conference & Exhibition (DATE), 1-2, 2024. DOI: 10.23919/date58400.2024.10546814. 2024.
  45. J Hu, D Mengu, DC Tzarouchis, B Edwards, N Engheta, A Ozcan. Diffractive optical computing in free space. Nature Communications 15 (1), 1525, 2024. DOI: 10.1038/s41467-024-45982-w. 2024.
  46. Yuzhu Li, Nir Pillar, Jingxi Li, Tairan Liu, Di Wu, Songyu Sun, Guangdong Ma, Kevin de Haan, Luzhe Huang, Yijie Zhang, Sepehr Hamidi, Anatoly Urisman, Tal Keidar Haran, William Dean Wallace, Jonathan E Zuckerman, Aydogan Ozcan. Virtual histological staining of unlabeled autopsy tissue. Nature Communications 15 (1), 1684, 2024. DOI: 10.1117/12.3016903.0d177981-457d-ee11-a99c-00505691c5e1. 2024.
  47. Çağatay Işıl, Tianyi Gan, Fazil Onuralp Ardic, Koray Mentesoglu, Jagrit Digani, Huseyin Karaca, Hanlong Chen, Jingxi Li, Deniz Mengu, Mona Jarrahi, Kaan Akşit, Aydogan Ozcan. All-optical image denoising using a diffractive visual processor. Light: Science & Applications 13 (1), 43, 2024. DOI: 10.1117/12.3001971.299d6a83-c225-ee11-a99a-b38e0bc17c27. 2024.
  48. Xurong Li, Deniz Mengu, Nezih T. Yardimci, Deniz Turan, Ali Charkhesht, Aydogan Ozcan, Mona Jarrahi. Plasmonic photoconductive terahertz focal-plane array with pixel super-resolution. Nat. Photon. DOI: 10.1038/s41566-023-01346-2. 2024.
  49. Jingxi Li, Yuhang Li, Tianyi Gan, Che-Yung Shen, Mona Jarrahi, Aydogan Ozcan. All-optical complex field imaging using diffractive processors. Light: Science & Applications 13 (1), 120, 2024. DOI: 10.1117/12.3027789.1cb69cbb-3ac5-ee11-a99e-005056914f1c. 2024.
  50. Joseph Rosen, Simon Alford, Blake Allan, Vijayakumar Anand, Shlomi Arnon, Francis Gracy Arockiaraj, Jonathan Art, Bijie Bai, Ganesh M Balasubramaniam, Tobias Birnbaum, Nandan S Bisht, David Blinder, Liangcai Cao, Qian Chen, Ziyang Chen, Vishesh Dubey, Karen Egiazarian, Mert Ercan, Andrew Forbes, G Gopakumar, Yunhui Gao, Sylvain Gigan, Paweł Gocłowski, Shivasubramanian Gopinath, Alon Greenbaum, Ryoichi Horisaki, Daniel Ierodiaconou, Saulius Juodkazis, Tanushree Karmakar, Vladimir Katkovnik, Svetlana N Khonina, Peter Kner, Vladislav Kravets, Ravi Kumar, Yingming Lai, Chen Li, Jiaji Li, Shaoheng Li, Yuzhu Li, Jinyang Liang, Gokul Manavalan, Aditya Chandra Mandal, Manisha Manisha, Christopher Mann, Marcin J Marzejon, Chané Moodley, Junko Morikawa, Inbarasan Muniraj, Donatas Narbutis, Soon Hock Ng, Fazilah Nothlawala, Jeonghun Oh, Aydogan Ozcan, YongKeun Park, Alexey P Porfirev, Mariana Potcoava, Shashi Prabhakar, Jixiong Pu, Mani Ratnam Rai, Mikołaj Rogalski, Meguya Ryu, Sakshi Choudhary, Gangi Reddy Salla, Peter Schelkens, Sarp Feykun Şener, Igor Shevkunov, Tomoyoshi Shimobaba, Rakesh K Singh, Ravindra P Singh, Adrian Stern, Jiasong Sun, Shun Zhou, Chao Zuo, Zack Zurawski, Tatsuki Tahara, Vipin Tiwari, Maciej Trusiak, RV Vinu, Sergey G Volotovskiy, Hasan Yılmaz, Hilton Barbosa De Aguiar, Balpreet S Ahluwalia, Azeem Ahmad. Roadmap on computational methods in optical imaging and holography. Applied Physics B. DOI: 10.1007/s00340-024-08280-3. 2024.
  51. Xilin Yang, Md Sadman Sakib Rahman, Bijie Bai, Jingxi Li, Aydogan Ozcan. Complex-valued universal linear transformations and image encryption using spatially incoherent diffractive networks. Advanced Photonics Nexus 3 (1), 016010-016010, 2024. DOI: 10.1117/12.3027848.ee6194f0-5bc5-ee11-a99e-005056914f1c. 2024.
  52. Bijie Bai, Ryan Lee, Yuhang Li, Tianyi Gan, Yuntian Wang, Mona Jarrahi, Aydogan Ozcan. Information-hiding cameras: Optical concealment of object information into ordinary images. Sci. Adv. DOI: 10.1126/sciadv.adn9420. 2024.
  53. Bijie Bai, Xilin Yang, Tianyi Gan, Jingxi Li, Deniz Mengu, Mona Jarrahi, Aydogan Ozcan. Pyramid diffractive optical networks for unidirectional image magnification and demagnification. . DOI: 10.1364/cleo_si.2024.sm3p.3. 2024.
  54. Che-Yung Shen, Jingxi Li, Tianyi Gan, Yuhang Li, Mona Jarrahi, Aydogan Ozcan. All-optical phase conjugation using diffractive wavefront processing. Nature Communications 15 (1), 4989, 2024. DOI: 10.1117/12.3028452.fe03341e-4fc6-ee11-a99e-005056914f1c. 2024.
  55. Nir Pillar, Yuzhu Li, Yijie Zhang, Aydogan Ozcan. Virtual staining of non-fixed tissue histology. J Biomed Phys Eng. DOI: 10.31661/jbpe.v0i0.2307-1642. 2024.
  56. Yayao Ma, Jongchan Park, Luzhe Huang, Chandani Sen, Samuel Burri, Claudio Bruschini, Xilin Yang, Qi Cui, Robert B Cameron, Gregory A Fishbein, Brigitte N Gomperts, Aydogan Ozcan, Edoardo Charbon, Liang Gao. Light-field tomographic fluorescence lifetime imaging microscopy. Proceedings of the National Academy of Sciences 121 (40), e2402556121, 2024. DOI: 10.1117/12.3002375.cf09a269-1926-ee11-a999-00505691c5e1. 2024.
  57. Dehui Zhang, Dong Xu, Yuhang Li, Yi Luo, Jingtian Hu, Jingxuan Zhou, Yucheng Zhang, Boxuan Zhou, Peiqi Wang, Xurong Li, Bijie Bai, Huaying Ren, Laiyuan Wang, Ao Zhang, Mona Jarrahi, Yu Huang, Aydogan Ozcan, Xiangfeng Duan. Broadband nonlinear modulation of incoherent light using a transparent optoelectronic neuron array. Nat Commun. DOI: 10.1038/s41467-024-46387-5. 2024.
  58. Yuhang Li, Jingxi Li, Aydogan Ozcan. Nonlinear encoding in diffractive information processing using linear optical materials. Light Sci Appl. DOI: 10.1038/s41377-024-01529-8. 2024.
  59. Ali Momeni, Babak Rahmani, Benjamin Scellier, Logan G Wright, Peter L McMahon, Clara C Wanjura, Yuhang Li, Anas Skalli, Natalia G Berloff, Tatsuhiro Onodera, Ilker Oguz, Francesco Morichetti, Philipp del Hougne, Manuel Le Gallo, Abu Sebastian, Azalia Mirhoseini, Cheng Zhang, Danijela Marković, Daniel Brunner, Christophe Moser, Sylvain Gigan, Florian Marquardt, Aydogan Ozcan, Julie Grollier, Andrea J Liu, Demetri Psaltis, Andrea Alù, Romain Fleury. Training of Physical Neural Networks. arXiv preprint arXiv:2406.03372, 2024. DOI: 10.1117/12.3028473.1cfa5f40-84c6-ee11-a99e-00505691c5e1. 2024.
  60. Jingtian Hu, Kun Liao, Niyazi Ulas Dinç, Carlo Gigli, Bijie Bai, Tianyi Gan, Xurong Li, Hanlong Chen, Xilin Yang, Yuhang Li, Çağatay Işıl, Md Sadman Sakib Rahman, Jingxi Li, Xiaoyong Hu, Mona Jarrahi, Demetri Psaltis, Aydogan Ozcan. Subwavelength imaging using a solid-immersion diffractive optical processor. eLight 4 (1), 8, 2024. DOI: 10.1007/978-3-540-69565-3_3. 2024.
  61. Xilin Yang, Bijie Bai, Yijie Zhang, Musa Aydin, Yuzhu Li, Sahan Yoruc Selcuk, Paloma Casteleiro Costa, Zhen Guo, Gregory A Fishbein, Karine Atlan, William Dean Wallace, Nir Pillar, Aydogan Ozcan. Virtual birefringence imaging and histological staining of amyloid deposits in label-free tissue using autofluorescence microscopy and deep learning. Nature Communications 15 (1), 7978, 2024. DOI: 10.1117/12.2648173.6321437784112. 2024.
  62. Sahan Yoruc Selcuk, Xilin Yang, Bijie Bai, Yijie Zhang, Yuzhu Li, Musa Aydin, Aras Firat Unal, Aditya Gomatam, Zhen Guo, Darrow Morgan Angus, Goren Kolodney, Karine Atlan, Tal Keidar Haran, Nir Pillar, Aydogan Ozcan. Automated HER2 Scoring in Breast Cancer Images Using Deep Learning and Pyramid Sampling. arXiv e-prints, arXiv: 2404.00837, 2024. DOI: 10.1117/12.3027545.af7e9384-93c4-ee11-a99e-00505691c5e1. 2024.
  63. Guangdong Ma, Che-Yung Shen, Jingxi Li, Luzhe Huang, Çağatay Işıl, Fazil Onuralp Ardic, Xilin Yang, Yuhang Li, Yuntian Wang, Md Sadman Sakib Rahman, Aydogan Ozcan. Unidirectional imaging with partially coherent light. Advanced Photonics Nexus 3 (6), 066008-066008, 2024. DOI: 10.1364/fio.2005.ftum5. 2024.
  64. Che-Yung Shen, Jingxi Li, Yuhang Li, Tianyi Gan, Langxing Bai, Mona Jarrahi, Aydogan Ozcan. Multiplane quantitative phase imaging using a wavelength-multiplexed diffractive optical processor. Adv. Photon. DOI: 10.1117/1.ap.6.5.056003. 2024.
  65. Ghosh R, Joung HA, Goncharov A, Palanisamy B, Ngo K, Pejcinovic K, Krockenberger N, Horn EJ, Garner OB, Ghazal E, O'Kula A, Arnaboldi PM, Dattwyler RJ, Ozcan A, Di Carlo D. Rapid single-tier serodiagnosis of Lyme disease. Serodiagnosis and Immunotherapy in Infectious Disease. DOI: 10.1016/0888-0786(88)90029-7. 2024.
  66. Md Sadman Sakib Rahman, Aydogan Ozcan. Integration of Programmable Diffraction with Digital Neural Networks. arXiv e-prints, arXiv: 2406.10688, 2024. DOI: 10.1117/12.3033112.5a2e84bb-0503-ef11-a9a1-005056914f1c. 2024.
  67. Michael John Fanous, Paloma Casteleiro Costa, Çağatay Işıl, Luzhe Huang, Aydogan Ozcan. Neural network-based processing and reconstruction of compromised biophotonic image data. Light Sci Appl. DOI: 10.1038/s41377-024-01544-9. 2024.
  68. Artem Goncharov, Zoltan Gorocs, Ridhi Pradhan, Brian Ko, Ajmal Ajmal, Andres Rodriguez, David Baum, Marcell Veszpremi, Xilin Yang, Maxime Pindrys, Tianle Zheng, Oliver Wang, Jessica C Ramella-Roman, Michael J McShane, Aydogan Ozcan. Insertable glucose sensor using a compact and cost-effective phosphorescence lifetime imager and machine learning. ACS nano 18 (34), 23365-23379, 2024. DOI: 10.1021/acsnano.4c06527.s001. 2024.
  69. Defne Yigci, Merve Eryilmaz, Ail K Yetisen, Savas Tasoglu, Aydogan Ozcan. Large Language Model‐Based Chatbots in Higher Education. Academic Radiology. DOI: 10.1016/j.acra.2024.03.028. 2024.
  70. Gyeo-Re Han, Artem Goncharov, Merve Eryilmaz, Hyou-Arm Joung, Rajesh Ghosh, Geon Yim, Nicole Chang, Minsoo Kim, Kevin Ngo, Marcell Veszpremi, Kun Liao, Omai B Garner, Dino Di Carlo, Aydogan Ozcan. Deep learning-enhanced paper-based vertical flow assay for high-sensitivity troponin detection using nanoparticle amplification. ACS nano 18 (41), 27933-27948, 2024. DOI: 10.1021/acsnano.4c05153.s001. 2024.
  71. Hyun-June Jang, Hyou-Arm Joung, Artem Goncharov, Anastasia Gant Kanegusuku, Clarence W Chan, Kiang-Teck Jerry Yeo, Wen Zhuang, Aydogan Ozcan, Junhong Chen. Deep Learning-Based Kinetic Analysis in Paper-Based Analytical Cartridges Integrated with Field-Effect Transistors. ACS nano 18 (36), 24792-24802, 2024. DOI: 10.1021/acsnano.4c02897.s001. 2024.
  72. Luzhe Huang, Xiongye Xiao, Shixuan Li, Jiawen Sun, Yi Huang, Aydogan Ozcan, Paul Bogdan. Multi-scale Conditional Generative Modeling for Microscopic Image Restoration. arXiv preprint arXiv:2407.05259, 2024. DOI: 10.2139/ssrn.4382781. 2024.
  73. Luzhe Huang, Yuzhu Li, Nir Pillar, Tal Keidar Haran, William Dean Wallace, Aydogan Ozcan. Autonomous Quality and Hallucination Assessment for Virtual Tissue Staining and Digital Pathology. arXiv preprint arXiv:2404.18458, 2024. DOI: 10.1117/12.3016903.0d177981-457d-ee11-a99c-00505691c5e1. 2024.
  74. Merve Eryilmaz, Artem Goncharov, Gyeo-Re Han, Hyou-Arm Joung, Zachary S Ballard, Rajesh Ghosh, Yijie Zhang, Dino Di Carlo, Aydogan Ozcan. A paper-based multiplexed serological test to monitor immunity against SARS-CoV-2 using machine learning. ACS nano, 2024. DOI: 10.1021/acsnano.4c02434.s001. 2024.
  75. Ridhi Pradhan, David Chimene, Brian S Ko, Artem Goncharov, AYDOGAN Ozcan, Michael J McShane. Continuous Monitoring of Glucose and Oxygen using an Insertable Biomaterial-based Multianalyte Barcode Sensor. BioRxiv, 2024.07. 21.604502, 2024. DOI: 10.1021/acssensors.4c01926.s001. 2024.
  76. Guangdong Ma, Xilin Yang, Bijie Bai, Jingxi Li, Yuhang Li, Tianyi Gan, Che‐Yung Shen, Yijie Zhang, Yuzhu Li, Çağatay Işıl, Mona Jarrahi, Aydogan Ozcan. Multiplexed All‐Optical Permutation Operations Using a Reconfigurable Diffractive Optical Network. Laser & Photonics Reviews 18 (11), 2400238, 2024. DOI: 10.1117/12.3028458.e0fbe9b6-55c6-ee11-a99e-00505691c5e1. 2024.
  77. Yuzhu Li, Nir Pillar, Tairan Liu, Guangdong Ma, Yuxuan Qi, Kevin de Haan, Yijie Zhang, Xilin Yang, Adrian J Correa, Guangqian Xiao, Kuang-Yu Jen, Kenneth A Iczkowski, Yulun Wu, William Dean Wallace, Aydogan Ozcan. Label-free evaluation of lung and heart transplant biopsies using virtual staining. arXiv preprint arXiv:2409.05255, 2024. DOI: 10.1117/12.2670987.6331573454112. 2024.
  78. Nandita Chaturvedi, Artem Goncharov, Sayantan Tripathy, Angela Michelle T. San Juan, Samuel B. Mabbott, Aydogan Ozcan, Frances S. Ligler, Gerard L. Coté. Advances in point-of-care optical biosensing for underserved populations. TrAC Trends in Analytical Chemistry. DOI: 10.1016/j.trac.2024.117731. 2024.
  79. Hatice Ceylan Koydemir, Aydogan Ozcan. Low-cost and portable systems for biomedical imaging and sensing. Current Opinion in Biomedical Engineering. DOI: 10.1016/j.cobme.2024.100527. 2024.
  80. Che-Yung Shen, Paolo Batoni, Xilin Yang, Jingxi Li, Kun Liao, Jared Stack, Jeff Gardner, Kevin Welch, Aydogan Ozcan. Broadband Unidirectional Visible Imaging Using Wafer-Scale Nano-Fabrication of Multi-Layer Diffractive Optical Processors. arXiv preprint arXiv:2412.11374, 2024. DOI: 10.1364/oft.2004.omc3. 2024.
  81. Gyeo-Re Han, Artem Goncharov, Merve Eryilmaz, Shun Ye, Hyou-Arm Joung, Rajesh Ghosh, Emily Ngo, Aoi Tomoeda, Yena Lee, Kevin Ngo, Elizabeth Melton, Omai B Garner, Dino Di Carlo, Aydogan Ozcan. Deep learning-enhanced chemiluminescence vertical flow assay for high-sensitivity cardiac troponin I testing. arXiv preprint arXiv:2412.08945, 2024. DOI: 10.1021/acsnano.4c05153.s001. 2024.
  82. Yuhang Li, Tianyi Gan, Jingxi Li, Mona Jarrahi, Aydogan Ozcan. Unidirectional focusing of light using structured diffractive surfaces. arXiv preprint arXiv:2412.06221, 2024. DOI: 10.1201/b16898-7. 2024.
  83. Yijie Zhang, Luzhe Huang, Nir Pillar, Yuzhu Li, Lukasz G Migas, Raf Van de Plas, Jeffrey M Spraggins, Aydogan Ozcan. Virtual Staining of Label-Free Tissue in Imaging Mass Spectrometry. arXiv preprint arXiv:2411.13120, 2024. DOI: 10.1117/12.2648173.6321437784112. 2024.
  84. Danny Barash, Emilie Manning, Aidan Van Vleck, Omri Hirsch, Kyi Lei Aye, Jingxi Li, Philip O Scumpia, Aydogan Ozcan, Sumaira Aasi, Kerri E Rieger, Kavita Y Sarin, Oren Freifeld, Yonatan Winetraub. Leveraging Computational Pathology AI for Noninvasive Optical Imaging Analysis Without Retraining. arXiv preprint arXiv:2411.11613, 2024. DOI: 10.1117/12.2679006.84490408-f4c4-ed11-a998-005056914f1c. 2024.
  85. Aydogan Ozcan, Yuhang Li, Shiqi Chen, Bijie Bai. Lying mirror. arXiv preprint arXiv:2410.15521, 2024. DOI: 10.21203/rs.3.rs-5300085/v1. 2024.
  86. Ridhi Pradhan, David Chimene, Brian S Ko, Artem Goncharov, Aydogan Ozcan, Michael J McShane. Insertable Biomaterial-Based Multianalyte Barcode Sensor toward Continuous Monitoring of Glucose and Oxygen. ACS sensors 9 (11), 6060-6070, 2024. DOI: 10.1021/acssensors.4c01926.s001. 2024.
  87. Yijie Zhang, Luzhe Huang, Nir Pillar, Yuzhu Li, Hanlong Chen, Aydogan Ozcan. Super-resolved virtual staining of label-free tissue using diffusion models. arXiv preprint arXiv:2410.20073, 2024. DOI: 10.1117/12.2670987.6331573454112. 2024.
  88. S Chen, Y Li, H Chen, A Ozcan. Optical Generative Models. Opt. Eng. DOI: arXiv:2410.17970. 2024.
  89. Michael John Fanous, Christopher Michael Seybold, Hanlong Chen, Nir Pillar, Aydogan Ozcan. BlurryScope: a cost-effective and compact scanning microscope for automated HER2 scoring using deep learning on blurry image data. arXiv preprint arXiv:2410.17557, 2024. DOI: 10.1117/12.2579422.6231379125001. 2024.
  90. John D. FitzGerald, Chesca Barrios, Tairan Liu, Ann Rosenthal, Geraldine M. McCarthy, Lillian Chen, Bijie Bai, Guangdong Ma, Aydogan Ozcan. A Novel Polarized Light Microscope for the Examination of Birefringent Crystals in Synovial Fluid. GUCDD. DOI: 10.3390/gucdd2040022. 2024.
  91. Yuzhu Li, Hao Li, Weijie Chen, Keelan O'Riordan, Neha Mani, Yuxuan Qi, Tairan Liu, Sridhar Mani, Aydogan Ozcan. Deep Learning-based Detection of Bacterial Swarm Motion Using a Single Image. arXiv preprint arXiv:2410.15229, 2024. DOI: 10.1117/12.2648167.6321494353112. 2024.
  92. Che-Yung Shen, Jingxi Li, Tianyi Gan, Mona Jarrahi, Aydogan Ozcan. Diffractive wavefront processor for all-optical phase conjugation. Emerging Topics in Artificial Intelligence (ETAI) 2024, PC1311804, 2024. DOI: 10.1117/12.3028452.fe03341e-4fc6-ee11-a99e-005056914f1c. 2024.
  93. Yuzhu Li, Tairan Liu, Hatice C Koydemir, Yijie Zhang, Ethan Yang, Hongda Wang, Jingxi Li, Bijie Bai, Aydogan Ozcan. Rapid and stain-free quantification of viral plaques using deep learning and time-lapse holographic imaging. Emerging Topics in Artificial Intelligence (ETAI) 2024, PC131180I, 2024. DOI: 10.1117/12.3027879.0a98fe8e-6fc5-ee11-a99e-005056914f1c. 2024.
  94. Yuhang Li, Bijie Bai, Ryan Lee, Tianyi Gan, Yuntian Wang, Mona Jarrahi, Aydogan Ozcan. Concealment of object information into ordinary images using diffractive optical processors. Emerging Topics in Artificial Intelligence (ETAI) 2024, PC1311818, 2024. DOI: 10.1117/12.3028425.297fa127-3ec6-ee11-a99e-00505691c5e1. 2024.
  95. Guangdong Ma, Xilin Yang, Bijie Bai, Jingxi Li, Yuhang Li, Tianyi Gan, Che-Yung Shen, Yijie Zhang, Yuzhu Li, Mona Jarrahi, Aydogan Ozcan. Reconfigurable diffractive optical networks for multiplexed all-optical permutation operations. Emerging Topics in Artificial Intelligence (ETAI) 2024, PC1311813, 2024. DOI: 10.1117/12.3028458.e0fbe9b6-55c6-ee11-a99e-00505691c5e1. 2024.
  96. Luzhe Huang, Hanlong Chen, Tairan Liu, Aydogan Ozcan. GedankenNet: self-supervised learning of holographic imaging enabled by physics consistency. Emerging Topics in Artificial Intelligence (ETAI) 2024, PC1311814, 2024. DOI: 10.1117/12.3027298.545d7829-67c2-ee11-a99d-c49c781f4d15. 2024.
  97. Xilin Yang, Md Sadman Sakib Rahman, Bijie Bai, Jingxi Li, Aydogan Ozcan. Spatially incoherent diffractive optical processors for complex-valued universal linear transformations and image encryption. Emerging Topics in Artificial Intelligence (ETAI) 2024, PC1311812, 2024. DOI: 10.1117/12.3027848.ee6194f0-5bc5-ee11-a99e-005056914f1c. 2024.
  98. Cagatay Isil, Deniz Mengu, Yifan Zhao, Anika Tabassum, Jingxi Li, Yi Luo, Mona Jarrahi, Aydogan Ozcan. Diffractive super-resolution image display. Emerging Topics in Artificial Intelligence (ETAI) 2024, PC1311810, 2024. DOI: 10.1117/12.3027796.eaf22b58-3fc5-ee11-a99e-00505691c5e1. 2024.
  99. Sahan Yoruc Selcuk, Xilin Yang, Bijie Bai, Yijie Zhang, Yuzhu Li, Musa Aydin, Aras Firat Unal, Aditya Gomatam, Zhen Guo, Morgan A Darrow, Goren Kolodney, Karine Atlan, Tal Keidar Haran, Nir Pillar, Aydogan Ozcan. Classification of HER2 score in breast cancer images using deep learning and pyramid sampling. Emerging Topics in Artificial Intelligence (ETAI) 2024, PC131180E, 2024. DOI: 10.1117/12.3027545.af7e9384-93c4-ee11-a99e-00505691c5e1. 2024.
  100. Yuzhu Li, Nir Pillar, Jingxi Li, Tairan Liu, Di Wu, Songyu Sun, Guangdong Ma, Kevin de Haan, Luzhe Huang, Yijie Zhang, Sepehr Hamidi, Anatoly Urisman, Tal K Haran, W Dean Wallace, Jonathan E Zuckerman, Aydogan Ozcan. Deep learning-enabled virtual staining of label-free autopsy tissue sections. Emerging Topics in Artificial Intelligence (ETAI) 2024, PC131180X, 2024. DOI: 10.1117/12.3027873.e2a32576-6cc5-ee11-a99e-005056914f1c. 2024.
  101. Jingtian Hu, Kun Liao, Niyazi Ulas Dinc, Carlo Gigli, Bijie Bai, Tianyi Gan, Xurong Li, Hanlong Chen, Xilin Yang, Yuhang Li, Çağatay Işıl, Md Sadman Sakib Rahman, Jingxi Li, Xiaoyong Hu, Mona Jarrahi, Demetri Psaltis, Aydogan Ozcan. Solid-immersion diffractive imaging. Emerging Topics in Artificial Intelligence (ETAI) 2024, PC131180Z, 2024. DOI: 10.1117/12.3027884.3a720571-70c5-ee11-a99e-00505691c5e1. 2024.
  102. Cagatay Isil, Tianyi Gan, Fazil Onuralp Ardic, Koray Mentesoglu, Jagrit Digani, Huseyin Karaca, Hanlong Chen, Jingxi Li, Deniz Mengu, Mona Jarrahi, Kaan Aksit, Aydogan Ozcan. Diffractive processors enable all-optical image denoising. Emerging Topics in Artificial Intelligence (ETAI) 2024, PC131180T, 2024. DOI: 10.1117/12.3027789.1cb69cbb-3ac5-ee11-a99e-005056914f1c. 2024.
  103. Hanlong Chen, Luzhe Huang, Tairan Liu, Aydogan Ozcan. Pixel super-resolution and autofocusing in holographic imaging through deep learning. Emerging Topics in Artificial Intelligence (ETAI) 2024, PC1311817, 2024. DOI: 10.1117/12.3027384.258226e6-cac3-ee11-a99d-c49c781f4d15. 2024.
  104. Aydogan Ozcan. Diffractive information processing and computational imaging. Photonic Computing: From Materials and Devices to Systems and Applications, 2024. DOI: 10.1117/12.3026850.0673d3cb-a9bb-ee11-a99d-88bed9489567. 2024.
  105. Aydogan Ozcan. Integration of programmable diffraction with digital neural networks (Conference Presentation). Applications of Machine Learning 2024 13138, 131380L, 2024. DOI: 10.1117/12.3033112.5a2e84bb-0503-ef11-a9a1-005056914f1c. 2024.
  106. Yuhang Li, Md Sadman Sakib Rahman, Aydogan Ozcan. Programmed Diffraction for Intelligent Imaging and Sensing. Optics & Photonics News. DOI: 10.1364/opn.35.10.000034. 2024.
  107. Luzhe Huang, Hanlong Chen, Tairan Liu, Aydogan Ozcan. Self-Supervised, Experiment-Free Neural Network for Hologram Reconstruction Using Physics Consistency. Laser Science, FTh3A. 4, 2024. DOI: 10.1364/ls.2024.fth3a.4. 2024.
  108. Aydogan Ozcan. Virtual Staining of Label-free Tissue. Frontiers in Optics, FM3D. 1, 2024. DOI: 10.1117/12.2670987.6331573454112. 2024.
  109. Che-Yung Shen, Jingxi Li, Tianyi Gan, Yuhang Li, Langxing Bai, Mona Jarrahi, Aydogan Ozcan. Wavelength-multiplexed Multiplane Quantitative Phase Imaging Using Diffractive Visual Processing. Frontiers in Optics, FW6D. 4, 2024. DOI: 10.1364/fio.2024.fw6d.4. 2024.
  110. Guangdong Ma, Xilin Yang, Bijie Bai, Jingxi Li, Yuhang Li, Tianyi Gan, Yijie Zhang, Yuzhu Li, Mona Jarrahi, Aydogan Ozcan. Multiplexed All-Optical Permutation Operations Using Diffractive Networks with Layer Rotations. Frontiers in Optics, FTu6B. 5, 2024. DOI: 10.1117/12.3028458.e0fbe9b6-55c6-ee11-a99e-00505691c5e1. 2024.
  111. Yuhang Li, Jingxi Li, Tianyi Gan, Che-Yung Shen, Mona Jarrahi, Aydogan Ozcan. All-Optical Complex Field Imager. Frontiers in Optics, FTu6B. 4, 2024. DOI: 10.1364/fio.2024.ftu6b.4. 2024.
  112. Yuhang Li, Bijie Bai, Ryan Lee, Tianyi Gan, Yuntian Wang, Mona Jarrahi, Aydogan Ozcan. Concealment of secret messages into ordinary images using diffractive processors. Frontiers in Optics, FM4B. 2, 2024. DOI: 10.1364/fio.2024.fm4b.2. 2024.
  113. Yuhang Li, Tianyi Gan, Bijie Bai, Çağatay Işıl, Mona Jarrahi, Aydogan Ozcan. Optical information transfer through random unknown diffusers using a diffractive decoder with electronic encoding. Frontiers in Optics, FM3B. 2, 2024. DOI: 10.1117/12.3000579.1305c56f-9822-ee11-a99a-b38e0bc17c27. 2024.
  114. Xilin Yang, Md Sadman Sakib Rahman, Bijie Bai, Jingxi Li, Aydogan Ozcan. Complex-valued linear transformations and image encryption through a spatially incoherent diffractive optical network. Frontiers in Optics, FW6D. 5, 2024. DOI: 10.1117/12.3027848.ee6194f0-5bc5-ee11-a99e-005056914f1c. 2024.
  115. Yifang Zhu, Yuan Yao, Muchuan Niu, Haoxuan Chen, Qiao Yu, Qingyang Wu, Yuhang Li, Yijie Zhang, Aydogan Ozcan, Michael Jerrett. Fine Particulate Matter Emissions from Electric Vehicle Fast Charging Stations. . DOI: 10.21203/rs.3.rs-4535756/v1. 2024.
  116. Md Sadman Sakib Rahman, Aydogan Ozcan. Physics and artificial intelligence: illuminating the future of optics and photonics. Adv. Photon. DOI: 10.1117/1.ap.6.5.050500. 2024.
  117. MSS Rahman, T Gan, M Jarrahi, A Ozcan. Programmable refractive functions. arXiv e-prints, arXiv: 2409.00567. DOI: arXiv:2409.00567. 2024.
  118. N. Kokikian, R. Wahhab, J. Li, S. Martin, D. Beynet, A. Ozcan, P.O. Scumpia. 761 Applying virtual histology to reflectance confocal microscopy to distinguish malignant from benign cutaneous squamous neoplasms. Journal of Investigative Dermatology. DOI: 10.1016/j.jid.2024.06.777. 2024.
  119. R. Wahhab, N. Kokikian, J. Li, J. Garfinkel, S. Martin, D. Beynet, A. Ozcan, P.O. Scumpia. 757 Combining portable reflectance confocal microscopy with machine learning for rapid “virtual” histology of residual tumor after biopsy. Journal of Investigative Dermatology. DOI: 10.1016/j.jid.2024.06.773. 2024.
  120. Yuntian Wang, Yuhang Li, Tianyi Gan, Kun Liao, Mona Jarrahi, Aydogan Ozcan. Diffractive Waveguides. arXiv preprint arXiv:2407.21340, 2024. DOI: 10.1117/12.2632532.6301113392001. 2024.
  121. Cagatay Isil, Hatice Ceylan Koydemir, Merve Eryilmaz, Kevin de Haan, Nir Pillar, Koray Mentesoglu, Aras Firat Unal, Yair Rivenson, Sukantha Chandrasekaran, Omai B Garner, Aydogan Ozcan. Virtual Gram staining of label-free bacteria using darkfield microscopy and deep learning. arXiv preprint arXiv:2407.12337, 2024. DOI: 10.1117/12.2670987.6331573454112. 2024.
  122. M Eryilmaz, A Goncharov, G Han, H Joung, R Ghosh, Y Zhang, D Di_Carlo, A Ozcan. COVID-19 Immunity Monitoring Using a Multiplexed Paper-Based Assay and Machine Learning. 24th Annual University of California Systemwide Bioengineering Symposium, 2024. DOI: 10.1021/acsnano.4c02434.s001. 2024.
  123. Çağatay Işıl, Tianyi Gan, F Onuralp Ardic, Koray Mentesoglu, Jagrit Digani, Huseyin Karaca, Hanlong Chen, Jingxi Li, Deniz Mengu, Mona Jarrahi, Kaan Akşit, Aydogan Ozcan. Image denoising using diffractive optical processors. CLEO: Fundamental Science, FTu3G. 2, 2024. DOI: 10.1117/12.3027789.1cb69cbb-3ac5-ee11-a99e-005056914f1c. 2024.
  124. Bijie Bai, Heming Wei, Xilin Yang, Tianyi Gan, Deniz Mengu, Mona Jarrahi, Aydogan Ozcan. Class-specific image encryption using a diffractive optical processor. CLEO: Fundamental Science, FTu3G. 3, 2024. DOI: 10.1364/cleo_fs.2024.ftu3g.3. 2024.
  125. Bijie Bai, Xilin Yang, Tianyi Gan, Jingxi Li, Deniz Mengu, Mona Jarrahi, Aydogan Ozcan. Unidirectional image magnification and demagnification using pyramid diffractive optical networks. CLEO: Science and Innovations, SM3P. 3, 2024. DOI: 10.1364/cleo_si.2024.sm3p.3. 2024.
  126. Yuzhu Li, Nir Pillar, Tairan Liu, Guangdong Ma, Kevin de Haan, Yijie Zhang, Adrian J. Correa, Yulun Wu, Bijie Bai, Xilin Yang, Yuxuan Qi, William Dean Wallace, Aydogan Ozcan. Virtual staining-based diagnosis of organ transplant rejection. CLEO: Applications and Technology, AF1B. 5, 2024. DOI: 10.1364/cleo_at.2024.af1b.5. 2024.
  127. Yuzhu Li, Nir Pillar, Jingxi Li, Tairan Liu, Di Wu, Songyu Sun, Guangdong Ma, Kevin De Haan, Luzhe Huang, Yijie Zhang, Sepehr Hamidi, Anatoly Urisman, Tal Keidar Haran, William Dean Wallace, Jonathan E Zuckerman, Aydogan Ozcan. Virtual histological staining of label-free autopsy tissue sections via deep learning. CLEO: Applications and Technology, AF1B. 4, 2024. DOI: 10.1117/12.3027873.e2a32576-6cc5-ee11-a99e-005056914f1c. 2024.
  128. Luzhe Huang, Jianing Li, Xiaofu Ding, Yijie Zhang, Hanlong Chen, Aydogan Ozcan. Neural network uncertainty quantification in inverse imaging problems using cycle consistency. 2024 Conference on Lasers and Electro-Optics (CLEO), 1-2, 2024. DOI: 10.1117/12.3000686.0abf218f-a823-ee11-a99a-b38e0bc17c27. 2024.
  129. Sahan Yoruc Selcuk, Xilin Yang, Bijie Bai, Yijie Zhang, Yuzhu Li, Musa Aydin, Aras Firat Unal, Aditya Gomatam, Zhen Guo, Darrow Morgan Angus, Goren Kolodney, Karine Atlan, Tal Keidar Haran, Nir Pillar, Aydogan Ozcan. Deep Learning-Enabled Classification of HER2 Score in Breast Cancer Using Pyramid Sampling. 2024 Conference on Lasers and Electro-Optics (CLEO), 1-2, 2024. DOI: 10.1117/12.3027545.af7e9384-93c4-ee11-a99e-00505691c5e1. 2024.
  130. Che-Yung Shen, Jingxi Li, Tianyi Gan, Mona Jarrahi, Aydogan Ozcan. All-Optical Phase Conjugation Using a Diffractive Visual Processor. 2024 Conference on Lasers and Electro-Optics (CLEO), 1-2, 2024. DOI: 10.1117/12.3028452.fe03341e-4fc6-ee11-a99e-005056914f1c. 2024.
  131. Nelly Kokikian, Rachel Wahhab, Jingxi Li, Stephanie Martin, David P. Beynet, Aydogan Ozcan, Phillip Scumpia. Biopsy free virtual histology to discriminate benign from malignant squamous neoplasms. Cancer Research 84 (6_Supplement), 4906-4906, 2024. DOI: 10.1158/1538-7445.am2024-4906. 2024.
  132. Rachel Wahhab, Nelly Kokikian, Jingxi Li, Jason Garfinkel, Stephanie Martin, David Beynet, Aydogan Ozcan, Philip Scumpia. Utilizing biopsy-free virtual histology for improved clinical efficiency in the dermatologic surgical setting. Cancer Research 84 (6_Supplement), 4171-4171, 2024. DOI: 10.1158/1538-7445.am2024-4171. 2024.
  133. Artem Goncharov, Hyou-Arm Joung, Rajesh Ghosh, Kevin Ngo, Barath Palanisamy, Elizabeth J Horn, Paul M Arnaboldi, Raymond J Dattwyler, Omai Garner, Dino Di Carlo, Aydogan Ozcan, Katarina Pejcinovic, Nicole Krockenberger. Peptide-based point-of-care serodiagnosis of Lyme disease enabled by deep-learning. Optics and Biophotonics in Low-Resource Settings X, PC128320I, 2024. DOI: 10.1117/12.3002004.95e0a8fa-cd25-ee11-a99a-b38e0bc17c27. 2024.
  134. Artem Goncharov, Hyou-Arm Joung, Rajesh Ghosh, Gyeo-Re Han, Zachary S Ballard, Quinn Maloney, Alexandra Bell, Chew Tin Zar Aung, Omai B Garner, Dino Di Carlo, Aydogan Ozcan. Multiplexed quantification of biomarkers using deep learning-based fluorescent vertical flow assay. Optics and Biophotonics in Low-Resource Settings X, PC128320H, 2024. DOI: 10.1117/12.3000755.4520f98b-4024-ee11-a999-00505691c5e1. 2024.
  135. Aydogan Ozcan. Diffractive visual processors. Computational Optical Imaging and Artificial Intelligence in Biomedical Sciences, 2024. DOI: 10.1117/12.3011386.cca99905-ce54-ee11-a99c-00505691c5e1. 2024.
  136. Yayao Ma, Luzhe Huang, Chandani Sen, Samuel Burri, Claudio Bruschini, Xilin Yang, Robert Cameron, Gregory Fishbein, Brigitte Gomperts, Aydogan Ozcan, Edoardo Charbon, Liang Gao. Light-field tomographic fluorescence lifetime imaging microscopy (LIFT-FLIM). Computational Optical Imaging and Artificial Intelligence in Biomedical Sciences, 2024. DOI: 10.1117/12.3002375.cf09a269-1926-ee11-a999-00505691c5e1. 2024.
  137. Md Sadman Sakib Rahman, Aydogan Ozcan. Time-lapse image classification boosts diffractive optical network inference accuracy. AI and Optical Data Sciences V, PC129030A, 2024. DOI: 10.1117/12.3001804.2d4836aa-9c25-ee11-a99a-b38e0bc17c27. 2024.
  138. Yuhang Li, Tianyi Gan, Bijie Bai, Çagatay Isil, Mona Jarrahi, Aydogan Ozcan. Transferring optical information through random unknown diffusers using a diffractive decoder with electronic encoding. AI and Optical Data Sciences V, PC129030X, 2024. DOI: 10.1117/12.3000579.1305c56f-9822-ee11-a99a-b38e0bc17c27. 2024.
  139. Luzhe Huang, Jianing Li, Xiaofu Ding, Yijie Zhang, Hanlong Chen, Aydogan Ozcan. Neural network uncertainty quantification in inverse imaging problems based on cycle consistency. AI and Optical Data Sciences V, PC129030T, 2024. DOI: 10.1117/12.3000686.0abf218f-a823-ee11-a99a-b38e0bc17c27. 2024.
  140. Md Sadman Sakib Rahman, Tianyi Gan, Emir Arda Deger, Çagatay Isil, Mona Jarrahi, Aydogan Ozcan. Information transfer around arbitrary opaque occlusions using programmed diffraction. AI and Optical Data Sciences V, PC129030U, 2024. DOI: 10.1117/12.3000290.cfef32da-4721-ee11-a999-00505691c5e1. 2024.
  141. Jingxi Li, Tianyi Gan, Bijie Bai, Yi Luo, Mona Jarrahi, Aydogan Ozcan. Massively parallel all-optical visual computing using a wavelength-multiplexed diffractive optical processor. AI and Optical Data Sciences V, PC129030Z, 2024. DOI: 10.1117/12.3001971.299d6a83-c225-ee11-a99a-b38e0bc17c27. 2024.
  142. Md Sadman Sakib Rahman, Xilin Yang, Jingxi Li, Bijie Bai, Aydogan Ozcan. Universal linear processing of spatially incoherent light with diffractive optical processors. AI and Optical Data Sciences V, PC129030K, 2024. DOI: 10.1117/12.3000301.19bc1912-5221-ee11-a999-00505691c5e1. 2024.
  143. Yuhang Li, Jingxi Li, Yifan Zhao, Tianyi Gan, Jingtian Hu, Mona Jarrahi, Aydogan Ozcan. Universal polarization transformations using diffractive optical networks. AI and Optical Data Sciences V, PC129030W, 2024. DOI: 10.1117/12.3000651.f3115529-5e23-ee11-a99a-b38e0bc17c27. 2024.
  144. Jingxi Li, Tianyi Gan, Yifan Zhao, Bijie Bai, Che-Yung Shen, Songyu Sun, Mona Jarrahi, Aydogan Ozcan. Diffractive unidirectional imager designed by deep learning. AI and Optical Data Sciences V, PC129030Y, 2024. DOI: 10.1117/12.3001969.186f75ad-c125-ee11-a99a-b38e0bc17c27. 2024.
  145. Jingxi Li, Xurong Li, Nezih T Yardimci, Jingtian Hu, Yuhang Li, Junjie Chen, Yi-Chun Hung, Mona Jarrahi, Aydogan Ozcan. Single-pixel diffractive terahertz sensor enables rapid detection of hidden defects and structures. Terahertz, RF, Millimeter, and Submillimeter-Wave Technology and Applications. DOI: 10.1117/12.3000659.47553cf8-6c23-ee11-a999-00505691c5e1. 2024.
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  147. Defne Yigci, Joseph Bonventre, Aydogan Ozcan, Savas Tasoglu. Repurposing Sewage and Toilet Systems: Environmental, Public Health, and Person‐Centered Healthcare Applications. Global Challenges. DOI: 10.1002/gch2.202300358. 2024.
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  227. Artem Goncharov, Hyou‐Arm Joung, Rajesh Ghosh, Gyeo‐Re Han, Zachary S. Ballard, Quinn Maloney, Alexandra Bell, Chew Tin Zar Aung, Omai B. Garner, Dino Di Carlo, Aydogan Ozcan. Deep Learning‐Enabled Multiplexed Point‐of‐Care Sensor using a Paper‐Based Fluorescence Vertical Flow Assay. Small. DOI: 10.1002/smll.202300617. 2023.
  228. Md Sadman Sakib Rahman, Tianyi Gan, Emir Arda Deger, Çağatay Işıl, Mona Jarrahi, Aydogan Ozcan. Learning Diffractive Optical Communication Around Arbitrary Opaque Occlusions. Nat Commun. DOI: 10.1038/s41467-023-42556-0. 2023.
  229. Giovanni Volpe, Carolina Wählby, Lei Tian, Michael Hecht, Artur Yakimovich, Kristina Monakhova, Laura Waller, Ivo F. Sbalzarini, Christopher A. Metzler, Mingyang Xie, Kevin Zhang, Isaac C.D. Lenton, Halina Rubinsztein-Dunlop, Daniel Brunner, Bijie Bai, Aydogan Ozcan, Daniel Midtvedt, Hao Wang, Nataša Sladoje, Joakim Lindblad, Jason T. Smith, Marien Ochoa, Margarida Barroso, Xavier Intes, Tong Qiu, Li-Yu Yu, Sixian You, Yongtao Liu, Maxim A. Ziatdinov, Sergei V. Kalinin, Arlo Sheridan, Uri Manor, Elias Nehme, Ofri Goldenberg, Yoav Shechtman, Henrik K. Moberg, Christoph Langhammer, Barbora Špačková, Saga Helgadottir, Benjamin Midtvedt, Aykut Argun, Tobias Thalheim, Frank Cichos, Stefano Bo, Lars Hubatsch, Jesus Pineda, Carlo Manzo, Harshith Bachimanchi, Erik Selander, Antoni Homs-Corbera, Martin Fränzl, Kevin de Haan, Yair Rivenson, Zofia Korczak, Caroline Beck Adiels, Mite Mijalkov, Dániel Veréb, Yu-Wei Chang, Joana B. Pereira, Damian Matuszewski, Gustaf Kylberg, Ida-Maria Sintorn, Juan C. Caicedo, Beth A Cimini, Muyinatu A. Lediju Bell, Bruno M. Saraiva, Guillaume Jacquemet, Ricardo Henriques, Wei Ouyang, Trang Le, Estibaliz Gómez-de-Mariscal, Daniel Sage, Arrate Muñoz-Barrutia, Ebba Josefson Lindqvist, Johanna Bergman. Roadmap on deep learning for microscopy. ArXiv, 2023. DOI: 10.48550/arXiv.2303.03793. 2023.
  230. Hanlong Chen, Luzhe Huang, Tairan Liu, Aydogan Ozcan. eFIN: enhanced Fourier imager network for generalizable autofocusing and pixel super-resolution in holographic imaging. IEEE J. Select. Topics Quantum Electron. DOI: 10.1109/jstqe.2023.3248684. 2023.
  231. Yuhang Li, Jingxi Li, Yifan Zhao, Tianyi Gan, Jingtian Hu, Mona Jarrahi, Aydogan Ozcan. Universal Polarization Transformations: Spatial Programming of Polarization Scattering Matrices Using a Deep Learning‐Designed Diffractive Polarization Transformer. Advanced Materials. DOI: 10.1002/adma.202303395. 2023.
  232. Yuhang Li, Tianyi Gan, Bijie Bai, Çağatay Işıl, Mona Jarrahi, Aydogan Ozcan. Optical information transfer through random unknown diffusers using electronic encoding and diffractive decoding. Advanced Photonics 5 (4), 046009, 2023. DOI: 10.1117/12.3000579.1305c56f-9822-ee11-a99a-b38e0bc17c27. 2023.
  233. Vishwesh Shah, Xilin Yang, Alyssa Arnheim, Shreya Udani, Derek Tseng, Yi Luo, Mengxing Ouyang, Ghulam Destgeer, Omai B Garner, Hatice C Koydemir, Aydogan Ozcan, Dino Di Carlo. Amphiphilic particle-stabilized nanoliter droplet reactors with a multimodal portable reader for distributive biomarker quantification. ACS nano 17 (20), 19952-19960, 2023. DOI: 10.1021/acsnano.3c04994.s001. 2023.
  234. Michael John Fanous, Nir Pillar, Aydogan Ozcan. Digital staining facilitates biomedical microscopy. Front. Bioinform. DOI: 10.3389/fbinf.2023.1243663. 2023.
  235. Michael John Fanous, , Aydogan Ozcan, , , . In-flow holographic tomography boosts lipid droplet quantification. OEA. DOI: 10.29026/oea.2023.230083. 2023.
  236. Rajesh Ghosh, Hyou-Arm Joung, Artem Goncharov, Barath Palanisamy, Kevin Ngo, Katarina Pejcinovic, Nicole Krockenberger, Elizabeth J Horn, Omai B Garner, Ezdehar Ghazal, Andrew O’Kula, Paul M Arnaboldi, Raymond J Dattwyler, Aydogan Ozcan, Dino Di Carlo. Single-tier point-of-care serodiagnosis of Lyme disease. bioRxiv, 2023. DOI: 10.1117/12.3002004.95e0a8fa-cd25-ee11-a99a-b38e0bc17c27. 2023.
  237. Luzhe Huang, Jianing Li, Xiaofu Ding, Yijie Zhang, Hanlong Chen, Aydogan Ozcan. Cycle-Consistency-Based Uncertainty Quantification of Neural Networks in Inverse Imaging Problems. Intelligent Computing 2, 0071, 2023. DOI: 10.1117/12.3000686.0abf218f-a823-ee11-a99a-b38e0bc17c27. 2023.
  238. TR Liu, Yuzhu Li, Hatice Ceylan Koydemir, Yijie Zhang, Ethan Yang, Hongda Wang, Jingxi Li, Bijie Bai, Aydogan Ozcan. Stain-free, rapid, and quantitative viral plaque assay using deep learning and holography. Nat. Biomed. Eng 7, 1040-1052, 2023. DOI: 10.1117/12.2648162.6321491311112. 2023.
  239. Vasily N Astratov, Yair Ben Sahel, Yonina C Eldar, Luzhe Huang, Aydogan Ozcan, Nikolay Zheludev, Junxiang Zhao, Zachary Burns, Zhaowei Liu, Evgenii Narimanov, Neha Goswami, Gabriel Popescu, Emanuel Pfitzner, Philipp Kukura, Yi‐Teng Hsiao, Chia‐Lung Hsieh, Brian Abbey, Alberto Diaspro, Aymeric LeGratiet, Paolo Bianchini, Natan T Shaked, Bertrand Simon, Nicolas Verrier, Matthieu Debailleul, Olivier Haeberlé, Sheng Wang, Mengkun Liu, Yeran Bai, Ji‐Xin Cheng, Behjat S Kariman, Katsumasa Fujita, Moshe Sinvani, Zeev Zalevsky, Xiangping Li, Guan‐Jie Huang, Shi‐Wei Chu, Omer Tzang, Dror Hershkovitz, Ori Cheshnovsky, Mikko J Huttunen, Stefan G Stanciu, Vera N Smolyaninova, Igor I Smolyaninov, Ulf Leonhardt, Sahar Sahebdivan, Zengbo Wang, Boris Luk'Yanchuk, Limin Wu, Alexey V Maslov, Boya Jin, Constantin R Simovski, Stephane Perrin, Paul Montgomery, Sylvain Lecler. Roadmap on Label‐Free Super‐Resolution Imaging (Laser Photonics Rev. 17 (12)/2023). Laser & Photonics Reviews 17 (12), 2370055, 2023. DOI: 10.1117/12.2250260.5393916880001. 2023.
  240. Xurong Li, Deniz Mengu, Aydogan Ozcan, Mona Jarrahi. 16 frames-per-second terahertz time-domain imaging through a plasmonic photoconductive focal-plane array. 2023 IEEE/MTT-S International Microwave Symposium-IMS 2023, 566-569, 2023. DOI: 10.1109/ims37964.2023.10188120. 2023.
  241. Hyou-Arm Joung, Rajesh Ghosh, Artem Goncharov, Kevin Ngo, Barath Palanisamy, Elizabeth J. Horn, Paul M. Arnaboldi, Raymond J. Dattwyler, Omai B. Garner, Dino Di Carlo, Aydogan Ozcan. Computational optical sensor with a paper-based peptide panel assay for point-of-care testing of Lyme disease. CLEO: Applications and Technology, AW3Q. 1, 2023. DOI: 10.1364/cleo_at.2023.aw3q.1. 2023.
  242. Xurong Li, Deniz Mengu, Aydogan Ozcan, Mona Jarrahi. Super-Resolution Terahertz Imaging Through a Plasmonic Photoconductive Focal-Plane Array. 2023 Conference on Lasers and Electro-Optics (CLEO), 1-2, 2023. DOI: 10.1117/12.2679596.1dedb7af-a1c7-ed11-a998-005056914f1c. 2023.
  243. Deniz Mengu, Anika Tabassum, Mona Jarrahi, Aydogan Ozcan. Multispectral imaging using a diffractive network. 2023 Conference on Lasers and Electro-Optics (CLEO), 1-2, 2023. DOI: 10.1364/cleo_at.2023.aw3k.2. 2023.
  244. Hanlong Chen, Luzhe Huang, Tairan Liu, Aydogan Ozcan. Deep learning-based hologram reconstruction with superior external generalization (Conference Presentation). Quantitative Phase Imaging IX, PC123890P, 2023. DOI: 10.1117/12.2648180.6321659407112. 2023.
  245. Yuzhu Li, Tairan Liu, Hatice C Koydemir, Hongda Wang, Keelan O'Riordan, Bijie Bai, Yuta Haga, Junji Kobashi, Hitoshi Tanaka, Takaya Tamaru, Kazunori Yamaguchi, Aydogan Ozcan. Rapid detection and classification of bacterial colonies using a thin film transistor (TFT) image sensor and deep learning. Optics and Biophotonics in Low-Resource Settings IX, PC123690A, 2023. DOI: 10.1117/12.2648167.6321494353112. 2023.
  246. Kevin de Haan, Yair Rivenson, Aydogan Ozcan. Deep learning-based virtual staining of histological tissues. Optics and Biophotonics in Low-Resource Settings IX, PC1236903, 2023. DOI: 10.1117/12.2666035.6321492386112. 2023.
  247. Artem Goncharov, Hyou‐Arm Joung, Rajesh Ghosh, Gyeo‐Re Han, Zachary S. Ballard, Quinn Maloney, Alexandra Bell, Chew Tin Zar Aung, Omai B. Garner, Dino Di Carlo, Aydogan Ozcan. Deep Learning‐Enabled Multiplexed Point‐of‐Care Sensor using a Paper‐Based Fluorescence Vertical Flow Assay (Small 51/2023). Small. DOI: 10.1002/smll.202370431. 2023.
  248. Aydogan Ozcan. Diffractive optical networks & computational imaging without a computer. 2023 57th Asilomar Conference on Signals, Systems, and Computers, 755-756, 2023. DOI: 10.1117/12.2679006.84490408-f4c4-ed11-a998-005056914f1c. 2023.
  249. Aydogan Ozcan. Deep Learning-designed Diffractive Materials for Optical Computing and Computational Imaging. 2023 IEEE Nanotechnology Materials and Devices Conference (NMDC). DOI: 10.1109/nmdc57951.2023.10344078. 2023.
  250. Aydogan Ozcan. Diffractive Optical Processors. Frontiers in Optics, FW2A. 1, 2023. DOI: 10.1117/12.3027789.1cb69cbb-3ac5-ee11-a99e-005056914f1c. 2023.
  251. Md Sadman Sakib Rahman, Tianyi Gan, Emir Arda Deger, Çağatay Işıl, Mona Jarrahi, Aydogan Ozcan. Optical Communication Around Opaque Occlusions Using Electronic Encoding and Diffractive Decoding. Frontiers in Optics, FM1D. 2, 2023. DOI: 10.1364/fio.2023.fm1d.2. 2023.
  252. Jingxi Li, Tianyi Gan, Yifan Zhao, Bijie Bai, Che-Yung Shen, Songyu Sun, Mona Jarrahi, Aydogan Ozcan. Unidirectional Imaging Using Diffractive Materials. Frontiers in Optics, FW5D. 3, 2023. DOI: 10.1364/fio.2023.fw5d.3. 2023.
  253. Md Sadman Sakib Rahman, Aydogan Ozcan. Time-lapse Image Classification through a Diffractive Optical Network. Frontiers in Optics, FW5D. 2, 2023. DOI: 10.1117/12.2678185.660b0f25-40c0-ed11-a998-005056914f1c. 2023.
  254. Jingxi Li, Xurong Li, Nezih T. Yardimci, Jingtian Hu, Yuhang Li, Junjie Chen, Yi-Chun Hung, Mona Jarrahi, Aydogan Ozcan. Single-Pixel Diffractive Terahertz Processor for Nondestructive Detection of Hidden Objects and Defects. Frontiers in Optics, JW4A. 33, 2023. DOI: 10.1364/fio.2023.jw4a.33. 2023.
  255. Yuhang Li, Yi Luo, Deniz Mengu, Bijie Bai, Aydogan Ozcan. All-optical quantitative phase imaging (QPI) through random unknown diffusers using a diffractive network. Frontiers in Optics, FM6C. 7, 2023. DOI: 10.1364/fio.2023.fm6c.7. 2023.
  256. Hanlong Chen, Luzhe Huang, Tairan Liu, Aydogan Ozcan. Deep Learning-enabled Autofocusing and Pixel Super-Resolution in Holographic Imaging. Frontiers in Optics, FTu6D. 2, 2023. DOI: 10.1117/12.3027384.258226e6-cac3-ee11-a99d-c49c781f4d15. 2023.
  257. Yuzhu Li, Tairan Liu, Hatice Ceylan Koydemir, Yijie Zhang, Ethan Yang, Merve Eryilmaz, Hongda Wang, Jingxi Li, Bijie Bai, Guangdong Ma, Aydogan Ozcan. Stain-free, rapid, and automated viral plaque assay using time-lapse holographic imaging and deep learning. Frontiers in Optics, FM6E. 2, 2023. DOI: 10.1117/12.2648162.6321491311112. 2023.
  258. Yuhang Li, Jingxi Li, Yifan Zhao, Tianyi Gan, Jingtian Hu, Mona Jarrahi, Aydogan Ozcan. Universal polarization transformations using a deep learning-designed diffractive processor. Frontiers in Optics, FW1C. 3, 2023. DOI: 10.1364/fio.2023.fw1c.3. 2023.
  259. Che-Yung Shen, Jingxi Li, Deniz Mengu, Aydogan Ozcan. Single-shot multispectral quantitative phase imaging (QPI) using a diffractive optical processor. Frontiers in Optics, FM6C. 5, 2023. DOI: 10.1117/12.3000570.a7829288-8b22-ee11-a99a-b38e0bc17c27. 2023.
  260. Md Sadman Sakib Rahman, Xilin Yang, Jingxi Li, Bijie Bai, Aydogan Ozcan. Universal Linear Transformations of Intensity Patterns under Spatially Incoherent Illumination. Frontiers in Optics, FM6C. 2, 2023. DOI: 10.1364/fio.2023.fm6c.2. 2023.
  261. Bijie Bai, Heming Wei, Xilin Yang, Tianyi Gan, Deniz Mengu, Mona Jarrahi, Aydogan Ozcan. All-optical data class-specific image encryption using diffractive neural networks. Laser Science, JM7A. 131, 2023. DOI: 10.1364/fio.2023.jm7a.131. 2023.
  262. Xurong Li, Deniz Mengu, Aydogan Ozcan, Mona Jarrahi. Plasmonic photoconductive terahertz focal-plane array for super-resolution and high-speed imaging. Terahertz Emitters, Receivers, and Applications XIV, PC1268305, 2023. DOI: 10.1117/12.2679596.1dedb7af-a1c7-ed11-a998-005056914f1c. 2023.
  263. Artem Goncharov, Hyou-Arm Joung, Rajesh Ghosh, Gyeo-Re Han, Zachary S Ballard, Quinn Maloney, Alexandra Bell, Chew Tin Zar Aung, Omai B Garner, Dino Di Carlo, Aydogan Ozcan. Deep learning-enabled fluorescent point-of-care sensor for multiplexed quantification of biomarkers from serum. Emerging Topics in Artificial Intelligence (ETAI) 2023 12655, 126550D, 2023. DOI: 10.1117/12.2678193.96a84658-5fc0-ed11-a998-005056914f1c. 2023.
  264. John FitzGerald, Tairan Liu, Chesca Barrios, Bijie Bai, Geraldine McCarthy, Ann Rosenthal, Aydogan Ozcan. Validation of Singe-Shot Computational Polarized Microscopy for Crystal Analysis of Synovial Fluid. ARTHRITIS & RHEUMATOLOGY 75, 486-487, 2023. DOI: 10.1007/978-3-030-99612-3_9. 2023.
  265. Giovanni Volpe, Joana B Pereira, Daniel Brunner, Aydogan Ozcan. Emerging Topics in Artificial Intelligence (ETAI) 2023. Artificial Intelligence (ETAI) 1265501 (12), 2023. DOI: 10.1117/12.3012621. 2023.
  266. Md Sadman Sakib Rahman, Aydogan Ozcan. Time-lapse image classification using a diffractive optical network. Emerging Topics in Artificial Intelligence (ETAI) 2023, PC126550R, 2023. DOI: 10.1117/12.2678185.660b0f25-40c0-ed11-a998-005056914f1c. 2023.
  267. Bijie Bai, Heming Wei, Xilin Yang, Tianyi Gan, Deniz Mengu, Mona Jarrahi, Aydogan Ozcan. Data class-specific all-optical transformations using diffractive computing. Emerging Topics in Artificial Intelligence (ETAI) 2023, PC126550U, 2023. DOI: 10.1117/12.2678154.7f2c9520-abbf-ed11-a997-00505691c5e1. 2023.
  268. Yuhang Li, Yi Luo, Deniz Mengu, Bijie Bai, Aydogan Ozcan. All-optical quantitative phase imaging through random diffusers using a diffractive network. Emerging Topics in Artificial Intelligence (ETAI) 2023, PC126550T, 2023. DOI: 10.1117/12.3000652.1d3af90c-6123-ee11-a999-00505691c5e1. 2023.
  269. Jingxi Li, Tianyi Gan, Yifan Zhao, Bijie Bai, Che-Yung Shen, Songyu Sun, Mona Jarrahi, Aydogan Ozcan. Deep learning-designed unidirectional imagers. Emerging Topics in Artificial Intelligence (ETAI) 2023, PC126550K, 2023. DOI: 10.1117/12.2678255.e92c1393-2bc1-ed11-a998-005056914f1c. 2023.
  270. Jingxi Li, Tianyi Gan, Bijie Bai, Yi Luo, Mona Jarrahi, Aydogan Ozcan. All-optical Computation of a large group of linear transformations using a broadband diffractive optical network. Emerging Topics in Artificial Intelligence (ETAI) 2023, PC126550O, 2023. DOI: 10.1117/12.2678254.b07c70a2-29c1-ed11-a998-005056914f1c. 2023.
  271. Hyou-Arm Joung, Rajesh Ghosh, Artem Goncharov, Barath Palanisamy, Kevin Ngo, Katarina Pejcinovic, Nicole Krockenberger, Elizabeth J Horn, Raymond J Dattwyler, Paul M Arnaboldi, Omai Garner, Dino Di Carlo, Aydogan Ozcan. Deep-learning enabled point-of-care sensor for Lyme disease diagnosis. Emerging Topics in Artificial Intelligence (ETAI) 2023, PC1265505, 2023. DOI: 10.1117/12.2678215.c6031900-98c0-ed11-a997-00505691c5e1. 2023.
  272. Aydogan Ozcan. Deep learning-enabled computational microscopy and diffractive imaging. Biomedical Imaging and Sensing Conference. DOI: 10.1117/12.2674088.6321502129112. 2023.
  273. Aydogan Ozcan. Virtual staining of label-free tissue using deep learning. Optical Methods for Inspection, Characterization, and Imaging of Biomaterials VI. DOI: 10.1117/12.2670987.6331573454112. 2023.
  274. Yijie Zhang, Luzhe Huang, Tairan Liu, Keyi Cheng, Kevin de Haan, Yuzhu Li, Bijie Bai, Aydogan Ozcan. Neural network-based virtual staining of defocused autofluorescence images of label-free tissue. 2023 Conference on Lasers and Electro-Optics (CLEO), 1-2, 2023. DOI: 10.1117/12.3027365.17f4df0a-a0c3-ee11-a99d-c49c781f4d15. 2023.
  275. Jingxi Li, Bijie Bai, Yi Luo, Aydogan Ozcan. Massively-Parallel Broadband Diffractive Processor for All-Optical Computation of a Large Set of Linear Transformations. 2023 Conference on Lasers and Electro-Optics (CLEO), 1-2, 2023. DOI: 10.1364/cleo_si.2023.sm4j.4. 2023.
  276. Çağatay Işıl, Deniz Mengu, Yifan Zhao, Anika Tabassum, Jingxi Li, Yi Luo, Mona Jarrahi, Aydogan Ozcan. Super-resolution image projection using a diffractive optical decoder. 2023 Conference on Lasers and Electro-Optics (CLEO), 1-2, 2023. DOI: 10.1364/cleo_fs.2023.fw4d.5. 2023.
  277. Yuhang Li, Bijie Bai, Yi Luo, Ege Çetintaş, Aydogan Ozcan. All-optical object classification through unknown phase diffusers using a single-pixel diffractive machine vision system. 2023 Conference on Lasers and Electro-Optics (CLEO), 1-2, 2023. DOI: 10.1364/cleo_at.2023.aw4k.5. 2023.
  278. Xurong Li, Deniz Mengu, Aydogan Ozcan, Mona Jarrahi. Time-Domain Terahertz Video Captured with a Plasmonic Photoconductive Focal-Plane Array. 2023 Conference on Lasers and Electro-Optics (CLEO), 1-2, 2023. DOI: 10.1364/cleo_at.2023.jth2a.113. 2023.
  279. Dehui Zhang, Dong Xu, Yuhang Li, Yi Luo, Jingtian Hu, Yu Huang, Aydogan Ozcan, Xiangfeng Duan. Nonlinear Optoelectronic Filter-Array for Intelligent Glare Reduction. 2023 Conference on Lasers and Electro-Optics (CLEO), 1-2, 2023. DOI: 10.1364/cleo_si.2023.sth4r.1. 2023.
  280. Deniz Mengu, Yifan Zhao, Anika Tabassum, Mona Jarrahi, Aydogan Ozcan. All-optical Interconnects: Diffractive Permutation Networks. CLEO: Science and Innovations, STh1M. 6, 2023. DOI: 10.1364/cleo_si.2023.sth1m.6. 2023.
  281. Jingxi Li, Yi-Chun Hung, Onur Kulce, Deniz Mengu, Aydogan Ozcan. All-Optical Computing of a Group of Linear Transformations Using a Polarization Multiplexed Diffractive Neural Network. CLEO: Science and Innovations, SM3J. 3, 2023. DOI: 10.1364/cleo_si.2023.sm3j.3. 2023.
  282. Bijie Bai, Yi Luo, Tianyi Gan, Jingtian Hu, Yuhang Li, Yifan Zhao, Deniz Mengu, Mona Jarrahi, Aydogan Ozcan. Data class-specific imaging using diffractive computing. 2023 Conference on Lasers and Electro-Optics (CLEO), 1-2, 2023. DOI: 10.1117/12.2648024.6321436909112. 2023.
  283. Yijie Zhang, Yi Luo, Tairan Liu, Alan Yu, Yichen Wu, Aydogan Ozcan. Label-free bio-aerosol detection and classification using a virtual impactor, holography and deep learning. 2023 Conference on Lasers and Electro-Optics (CLEO), 1-2, 2023. DOI: 10.1117/12.2650786.6321492591112. 2023.
  284. Luzhe Huang, Hanlong Chen, Tairan Liu, Aydogan Ozcan. Self-supervised neural network for holographic microscopy. CLEO: Applications and Technology, ATu3Q. 4, 2023. DOI: 10.1117/12.3000665.c86f5ef7-8423-ee11-a999-00505691c5e1. 2023.
  285. Artem Goncharov, Hyou-Arm Joung, Rajesh Ghosh, Gyeo-Re Han, Zachary S Ballard, Quinn Maloney, Alexandra Bell, Chew Tin Zar Aung, Omai B Garner, Dino Di Carlo, Aydogan Ozcan. Fluorescence-based multiplexed point-of-care sensor using deep learning. Bio-Optics: Design and Application, DTu3A. 7, 2023. DOI: 10.1021/acssensors.4c00860.s001. 2023.
  286. Yuhang Li, Yi Luo, Bijie Bai, Aydogan Ozcan. Diffractive imagers see through random unknown diffusers. AI and Optical Data Sciences IV, PC124380S, 2023. DOI: 10.1117/12.2648009.6321432639112. 2023.
  287. Yi Luo, Bijie Bai, Yuhang Li, Xurong Li, Ege Çetintas, Mona Jarrahi, Aydogan Ozcan. Object classification through unknown random diffusers using a single-pixel diffractive network and spectrum encoding. AI and Optical Data Sciences IV, PC124380C, 2023. DOI: 10.1117/12.2650792.6321434241112. 2023.
  288. Cagatay Isil, Deniz Mengu, Yifan Zhao, Anika Tabassum, Jingxi Li, Yi Luo, Mona Jarrahi, Aydogan Ozcan. Diffractive decoders project super-resolved images. AI and Optical Data Sciences IV, PC1243801, 2023. DOI: 10.1117/12.2648509.6321436303112. 2023.
  289. Jingxi Li, Yi-Chun Hung, Onur Kulce, Deniz Mengu, Aydogan Ozcan. Polarization diffractive networks: performing multiple linear transformations using a polarization-encoded diffractive optical network. AI and Optical Data Sciences IV, PC1243807, 2023. DOI: 10.1117/12.2648156.6321434641112. 2023.
  290. Bijie Bai, Yi Luo, Tianyi Gan, Jingtian Hu, Yuhang Li, Yifan Zhao, Deniz Mengu, Mona Jarrahi, Aydogan Ozcan. Data class-specific imaging with all-optical erasure of undesired objects using diffractive computing. AI and Optical Data Sciences IV, PC124380U, 2023. DOI: 10.1117/12.2648024.6321436909112. 2023.
  291. Deniz Mengu, Yifan Zhao, Anika Tabassum, Mona Jarrahi, Aydogan Ozcan. Diffractive optical permutation networks. AI and Optical Data Sciences IV, PC1243804, 2023. DOI: 10.1117/12.2649542.6321436797112. 2023.
  292. Deniz Mengu, Aydogan Ozcan. Quantitative phase imaging and all-optical phase recovery using diffractive optical networks (Conference Presentation). Quantitative Phase Imaging IX, PC123890M, 2023. DOI: 10.1117/12.2649640.6321659702112. 2023.
  293. Luzhe Huang, Xilin Yang, Tairan Liu, Aydogan Ozcan. Few-shot transfer learning using a recurrent neural network for hologram reconstruction (Conference Presentation). Quantitative Phase Imaging IX, PC123890B, 2023. DOI: 10.1117/12.2649194.6321656851112. 2023.
  294. Aydogan Ozcan. Overview on deep-learning-enabled computational microscopy and diffractive imaging (Conference Presentation). Quantitative Phase Imaging IX, PC1238901, 2023. DOI: 10.1117/12.2674088.6321502129112. 2023.
  295. Jingxi Li, Jason Garfinkel, Xiaoran Zhang, Di Wu, Yijie Zhang, Kevin de Haan, Hongda Wang, Tairan Liu, Bijie Bai, Yair Rivenson, Gennady Rubinstein, Philip O Scumpia, Aydogan Ozcan. Label-free, in vivo virtual histology of skin using reflectance confocal microscopy and deep learning (Conference Presentation). Label-free Biomedical Imaging and Sensing (LBIS) 2023, PC123910U, 2023. DOI: 10.1117/12.2648150.6321657243112. 2023.
  296. Xurong Li, Deniz Mengu, Aydogan Ozcan, Mona Jarrahi. Terahertz pixel-super-resolution imaging with a plasmonic focal-plane array. TTerahertz, RF, Millimeter, and Submillimeter-Wave Technology and Applications XVI. DOI: 10.1117/12.2679596.1dedb7af-a1c7-ed11-a998-005056914f1c. 2023.
  297. Yi Luo, Yijie Zhang, Tairan Liu, Alan Yu, Yichen Wu, Aydogan Ozcan. Label-free bio-aerosol detection and classification using a virtual impactor and deep learning. Optics and Biophotonics in Low-Resource Settings IX, PC123690E, 2023. DOI: 10.1117/12.2650786.6321492591112. 2023.
  298. Yijie Zhang, Luzhe Huang, Tairan Liu, Keyi Cheng, Kevin de Haan, Yuzhu Li, Bijie Bai, Aydogan Ozcan. Deep learning-based virtual staining of defocused autofluorescence images of label-free tissue. Optical Biopsy XXI: Toward Real-Time Spectroscopic Imaging and Diagnosis, 2023. DOI: 10.1117/12.2648092.6321579023112. 2023.
  299. Hyouarm Joung, Zachary S Ballard, Rajesh Ghosh, Artem Goncharov, Aydogan Ozcan, Dino Di Carlo, Omai Garner. Computational paper-based vertical flow assay for Lyme disease diagnosis. Optics and Biophotonics in Low-Resource Settings IX, PC123690C, 2023. DOI: 10.1117/12.2654777.6321493272112. 2023.
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  356. Sabiha Tok, Kevin de Haan, Derek Tseng, Can Firat Usanmaz, Hatice Ceylan Koydemir, Aydogan Ozcan. Early detection of e. coli and total coliform using an automated, colorimetric and fluorometric fiber optics-based device. Lab Chip. DOI: 10.1039/c9lc00652d. 2022.
  357. Jamie Leonard, Hatice Ceylan Koydemir, Vera S. Koutnik, Derek Tseng, Aydogan Ozcan, Sanjay K Mohanty. Smartphone-enabled rapid quantification of microplastics. Journal of Hazardous Materials Letters. DOI: 10.1016/j.hazl.2022.100052. 2022.
  358. Vera S. Koutnik, Annesh Borthakur, Jamie Leonard, Sarah Alkidim, Hatice Ceylan Koydemir, Derek Tseng, Aydogan Ozcan, Sujith Ravi, Sanjay K Mohanty. Mobility of polypropylene microplastics in stormwater biofilters under freeze-thaw cycles. Journal of Hazardous Materials Letters. DOI: 10.1016/j.hazl.2022.100048. 2022.
  359. Xilin Yang, Bijie Bai, Yijie Zhang, Yuzhu Li, Kevin de Haan, Tairan Liu, Aydogan Ozcan. Virtual stain transfer in histology via cascaded deep neural networks. ACS Photonics 9 (9), 3134-3143, 2022. DOI: 10.1117/12.2648101.6321507055112. 2022.
  360. Deniz Mengu, Muhammed Veli, Yair Rivenson, Aydogan Ozcan. Classification and reconstruction of spatially overlapping phase images using diffractive optical networks. Sci Rep. DOI: 10.1038/s41598-022-12020-y. 2022.
  361. Yijie Zhang, Luzhe Huang, Tairan Liu, Keyi Cheng, Kevin de Haan, Yuzhu Li, Bijie Bai, Aydogan Ozcan. Virtual staining of defocused autofluorescence images of unlabeled tissue using deep neural networks. Intell Comput. DOI: 10.34133/2022/9818965. 2022.
  362. Nir Pillar, Aydogan Ozcan. Virtual tissue staining in pathology using machine learning. Expert Review of Molecular Diagnostics 22 (11), 987-989, 2022. DOI: 10.1117/12.2670987.6331573454112. 2022.
  363. Luzhe Huang, Xilin Yang, Tairan Liu, Aydogan Ozcan. Few-shot transfer learning for holographic image reconstruction using a recurrent neural network. APL Photonics 7 (7), 2022. DOI: 10.1063/5.0090582. 2022.
  364. Yuhang Li, Yi Luo, Bijie Bai, Aydogan Ozcan. Analysis of diffractive neural networks for seeing through random diffusers. IEEE Journal of Selected Topics in Quantum Electronics 29 (2: Optical Computing), 2022. DOI: 10.1109/JSTQE.2022.3194574. 2022.
  365. Benjamin S. Miller, Michael R. Thomas, Matthew Banner, Jeongyun Kim, Yiyun Chen, Qingshan Wei, Derek K. Tseng, Zoltán S. Göröcs, Aydogan Ozcan, Molly M. Stevens, Rachel A. McKendry. Sub-picomolar lateral flow antigen detection with two-wavelength imaging of composite nanoparticles. Biosensors and Bioelectronics. DOI: 10.1016/j.bios.2022.114133. 2022.
  366. Yi Luo, Yijie Zhang, Tairan Liu, Alan Yu, Yichen Wu, Aydogan Ozcan. Virtual impactor-based label-free pollen detection using holography and deep learning. ACS sensors 7 (12), 3885-3894, 2022. DOI: 10.1021/acssensors.2c01890.s001. 2022.
  367. Yuzhu Li, Tairan Liu, Hatice Ceylan Koydemir, Hongda Wang, Keelan O’Riordan, Bijie Bai, Yuta Haga, Junji Kobashi, Hitoshi Tanaka, Takaya Tamaru, Kazunori Yamaguchi, Aydogan Ozcan. Deep learning-enabled detection and classification of bacterial colonies using a thin-film transistor (TFT) image sensor. ACS Photonics 9 (7), 2455-2466, 2022. DOI: 10.1117/12.2648167.6321494353112. 2022.
  368. Sayali Belsare, Derek Tseng, Aydogan Ozcan, Gerard Coté. Monitoring gestational diabetes at the point-of-care via dual glycated albumin lateral flow assays in conjunction with a handheld reader. Analyst. DOI: 10.1039/d2an01238c. 2022.
  369. Yair Rivenson, Aydogan Ozcan. Deep learning accelerates whole slide imaging for next-generation digital pathology applications. Light Sci Appl. DOI: 10.1038/s41377-022-00999-y. 2022.
  370. Ege Çetintaş, Yi Luo, Charlene Nguyen, Yuening Guo, Liqiao Li, Yifang Zhu, Aydogan Ozcan. Characterization of exhaled e-cigarette aerosols in a vape shop using a field-portable holographic on-chip microscope. Scientific Reports 12 (1), 3175, 2022. DOI: 10.1364/cleo_at.2022.am5m.6. 2022.
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  372. Xurong Li, Deniz Mengu, Aydogan Ozcan, Mona Jarrahi. Super-Resolution Terahertz Imaging with Plasmonic Focal-Plane Arrays. 47th International Conference on Infrared, Millimeter and Terahertz Waves (IRMMW-THz), 2022. DOI: 10.1109/IRMMW-THz50927.2022.9896122. 2022.
  373. Arben Merkoçi, Chen-zhong Li, Laura M. Lechuga, Aydogan Ozcan. Editorial on COVID-19 biosensing technologies-2d Edition. Biosensors and Bioelectronics. DOI: 10.1016/j.bios.2022.114340. 2022.
  374. Deniz Mengu, Muhammed Veli, Yair Rivenson, Aydogan Ozcan. Classification and reconstruction of spatially overlapping phase objects through diffractive networks. Computational Optical Sensing and Imaging, CTu3F. 3, 2022. DOI: 10.1364/cosi.2022.ctu3f.3. 2022.
  375. Yi Luo, Yifan Zhao, Jingxi Li, Ege Çetintaş, Yair Rivenson, Mona Jarrahi, Aydogan Ozcan. Seeing through unknown, random diffusers using diffractive optical networks. CLEO: QELS_Fundamental Science, FM4H. 7, 2022. DOI: 10.1117/12.2609811.6295510780001. 2022.
  376. Yi Luo, Hyou-Arm Joung, Sarah Esparza, Jingyou Rao, Omai Garner, Aydogan Ozcan. Quantitative particle agglutination assay using mobile holographic imaging and neural networks. CLEO: Applications and Technology, ATh2I. 5, 2022. DOI: 10.1117/12.2608813.6295507616001. 2022.
  377. Yijie Zhang, Kevin de Haan, Jingxi Li, Yair Rivenson, Aydogan Ozcan. Neural network-based multiplexed and micro-structured virtual staining of unlabeled tissue. CLEO: Applications and Technology, ATh2I. 2, 2022. DOI: 10.1117/12.2579426.6231509951001. 2022.
  378. Weijia Cao, Aydogan Ozcan, Haidong Xie, Bei Guan. Computing and Data Science: Third International Conference, CONF-CDS 2021, Virtual Event, August 12-17, 2021, Proceedings. Springer Nature, 2022. DOI: 10.1007/978-981-16-8885-0. 2022.
  379. Yichen Wu, Yibo Zhang, Wei Luo, Aydogan Ozcan. Method and system for pixel super-resolution of multiplexed holographic color images. Sci Rep. DOI: 10.1038/srep28601. 2022.
  380. Xilin Yang, Bijie Bai, Yuzhu Li, Yijie Zhang, Tairan Liu, Kevin de Haan, Aydogan Ozcan. Virtual histological stain transformations through cascaded deep neural networks. Frontiers in Optics, FTh3B. 1, 2022. DOI: 10.1117/12.2648101.6321507055112. 2022.
  381. Yuzhu Li, Tairan Liu, Hatice Ceylan Koydemir, Hongda Wang, Keelan O’Riordan, Bijie Bai, Yuta Haga, Junji Kobashi, Hitoshi Tanaka, Takaya Tamaru, Kazunori Yamaguchi, Aydogan Ozcan. Early detection and classification of bacterial colonies using a Thin-Film-Transistor (TFT)-based image sensor and deep learning. Frontiers in Optics, FW6E. 2, 2022. DOI: 10.1117/12.2648167.6321494353112. 2022.
  382. Hyou-Arm Joung, Rajesh Ghosh, Artem Goncharov, Kevin Ngo, Barath Palanisamy, Marcell Veszpremi, Elizabeth J. Horn, Paul M. Arnaboldi, Raymond J. Dattwyler, Omai B. Garner, Dino Di Carlo, Aydogan Ozcan. Based Computational Multi-Peptide Optical Sensor for Point-of-Care Testing of Lyme Disease. Frontiers in Optics, JTu7B. 4, 2022. DOI: 10.1364/fio.2022.jtu7b.4. 2022.
  383. Yuhang Li, Yi Luo, Bijie Bai, Aydogan Ozcan. Diffractive optical imagers can see through random unknown diffusers. Frontiers in Optics, FM5E. 3, 2022. DOI: 10.1117/12.2648009.6321432639112. 2022.
  384. Hanlong Chen, Luzhe Huang, Tairan Liu, Aydogan Ozcan. A broadly generalizable deep neural network for rapid phase recovery and hologram reconstruction. Frontiers in Optics, FM5C. 2, 2022. DOI: 10.1364/fio.2022.fm5c.2. 2022.
  385. Luzhe Huang, Xilin Yang, Tairan Liu, Aydogan Ozcan. Few-shot transfer learning of a recurrent neural network (RNN) for holographic image reconstruction. Frontiers in Optics, FTh3B. 3, 2022. DOI: 10.1364/fio.2022.fth3b.3. 2022.
  386. Bijie Bai, Hongda Wang, Yuzhu Li, Kevin De Haan, Francesco Colonnese, Yujie Wan, Jingyi Zuo, Ngan Doan, Xiaoran Zhang, Yijie Zhang, Jingxi Li, Wenjie Dong, Morgan A Darrow, Elham Kamangar, Han Sung Lee, Yair Rivenson, Aydogan Ozcan. Virtual immunohistochemical (IHC) staining of unlabeled tissue using deep learning (Conference Presentation). Emerging Topics in Artificial Intelligence (ETAI) 2022, PC122040O, 2022. DOI: 10.1117/12.2632652.6312618179112. 2022.
  387. Luzhe Huang, Xilin Yang, Tairan Liu, Aydogan Ozcan. Few-shot generalizable hologram reconstruction model using a recurrent neural network (RNN)(Conference Presentation). Emerging Topics in Artificial Intelligence (ETAI) 2022, PC122040H, 2022. DOI: 10.1117/12.2632636.6312619088112. 2022.
  388. Md Sadman Sakib Rahman, Aydogan Ozcan. All-optical reconstruction of holograms using diffractive networks (Conference Presentation). Emerging Topics in Artificial Intelligence (ETAI) 2022, PC122040E, 2022. DOI: 10.1021/acsphotonics.1c01365.s001. 2022.
  389. Yi Luo, Yifan Zhao, Jingxi Li, Ege Çetintaş, Yair Rivenson, Mona Jarrahi, Aydogan Ozcan. Imaging through unknown, random diffusers using diffractive all-optical computing (Conference Presentation). Emerging Topics in Artificial Intelligence (ETAI) 2022, PC122040F, 2022. DOI: 10.1117/12.2632633.6312617999112. 2022.
  390. Deniz Mengu, Aydogan Ozcan. Quantitative phase imaging using diffractive optical networks (Conference Presentation). Emerging Topics in Artificial Intelligence (ETAI) 2022, PC122040J, 2022. DOI: 10.1117/12.2633258.6312617904112. 2022.
  391. Hongda Wang, Yair Rivenson, Aydogan Ozcan. Virtual histological staining via deep learning (Conference Presentation). Emerging Topics in Artificial Intelligence (ETAI) 2022, PC122040Q, 2022. DOI: 10.1117/12.2632677.6312616624112. 2022.
  392. Jingxi Li, Jason Garfinkel, Xiaoran Zhang, Di Wu, Yijie Zhang, Kevin de Haan, Hongda Wang, Tairan Liu, Bijie Bai, Yair Rivenson, Gennady Rubinstein, Philip O. Scumpia, Aydogan Ozcan. Deep Learning Enables Noninvasive, Biopsy-free Virtual Histology of Skin Using Reflectance Confocal Microscopy. BMES (Biomedical Engineering Society) Annual Meeting, 2022. DOI: 10.1117/12.2648150.6321657243112. 2022.
  393. Jingxi Li, Jason Garfinkel, Xiaoran Zhang, Di Wu, Yijie Zhang, Kevin de Haan, Hongda Wang, Tairan Liu, Bijie Bai, Yair Rivenson, Gennady Rubinstein, Philip O Scumpia, Aydogan Ozcan. Deep learning-enabled, non-invasive virtual histology of skin using reflectance confocal microscopy. SPIE Optics and Photonics Conference, 2022. DOI: 10.1117/12.2632602.6312617898112. 2022.
  394. Aydogan Ozcan. Deep learning-enabled computational microscopy and sensing. International Conference on Optics-Photonics Design and Fabrication. DOI: 10.1117/12.2579398.6224264627001. 2022.
  395. Deniz Mengu, Aydogan Ozcan. All‐Optical Phase Recovery: Diffractive Computing for Quantitative Phase Imaging (Advanced Optical Materials 15/2022). Advanced Optical Materials. DOI: 10.1002/adom.202270058. 2022.
  396. Md Sadman Sakib Rahman, Aydogan Ozcan. Time-lapse image classification using a diffractive neural network. arXiv e-prints, arXiv: 2208.10802, 2022. DOI: 10.1117/12.2678185.660b0f25-40c0-ed11-a998-005056914f1c. 2022.
  397. Onur Kulce, Deniz Mengu, Yair Rivenson, Aydogan Ozcan. All-Optical Computation of an Arbitrary Linear Transform Using Diffractive Networks. Computational Optical Sensing and Imaging, CTu3F. 4, 2022. DOI: 10.1364/cosi.2022.ctu3f.4. 2022.
  398. Yi Luo, Deniz Mengu, Aydogan Ozcan. Diffractive networks form cascadable all-optical NAND gates. CLEO: QELS_Fundamental Science, FM5H. 8, 2022. DOI: 10.1364/cleo_qels.2022.fm5h.8. 2022.
  399. Bijie Bai, Hongda Wang, Yuzhu Li, Kevin de Haan, Francesco Colonnese, Yujie Wan, Jingyi Zuo, Ngan B Doan, Xiaoran Zhang, Yijie Zhang, Jingxi Li, Wenjie Dong, Morgan Angus Darrow, Elham Kamangar, Han Sung Lee, Yair Rivenson, Aydogan Ozcan. Deep Learning-based Virtual Immunohistochemical HER2 staining of Label-Free Breast Tissue. CLEO: Science and Innovations, SM5O. 2, 2022. DOI: 10.1117/12.2648173.6321437784112. 2022.
  400. Xilin Yang, Luzhe Huang, Yilin Luo, Yichen Wu, Hongda Wang, Yair Rivenson, Aydogan Ozcan. 3D Virtual Refocusing of Point Spread Function (PSF) Engineered Images Using Cascaded Neural Networks. CLEO: Science and Innovations, STh5J. 5, 2022. DOI: 10.1117/12.2608278.6295513827001. 2022.
  401. Luzhe Huang, Tairan Liu, Xilin Yang, Yi Luo, Yair Rivenson, Aydogan Ozcan. Phase Recovery and Holographic Imaging using Recurrent Neural Networks (RNNs). CLEO: Applications and Technology, ATh1D. 5, 2022. DOI: 10.1364/cleo_at.2022.ath1d.5. 2022.
  402. Jingxi Li, Jason Garfinkel, Xiaoran Zhang, Di Wu, Yijie Zhang, Kevin de Haan, Hongda Wang, Tairan Liu, Bijie Bai, Yair Rivenson, Gennady Rubinstein, Philip O Scumpia, Aydogan Ozcan. Biopsy-free Virtual Histology of Skin Using Reflectance Confocal Microscopy and Deep Learning. CLEO: Applications and Technology, ATh2I. 3, 2022. DOI: 10.1117/12.2648150.6321657243112. 2022.
  403. Yijie Zhang, Tairan Liu, Manmohan Singh, Ege Çetintaş, Yilin Luo, Yair Rivenson, Kirill V. Larin, Aydogan Ozcan. Deep learning-based image reconstruction in optical coherence tomography using undersampled spectral data. 2022 Conference on Lasers and Electro-Optics (CLEO), 1-2, 2022. DOI: 10.1364/cleo_at.2022.am5i.7. 2022.
  404. Md Sadman Sakib Rahman, Aydogan Ozcan. Diffractive networks all-optically reconstruct holograms. 2022 Conference on Lasers and Electro-Optics (CLEO), 1-2, 2022. DOI: 10.1117/12.2608020.6296883696001. 2022.
  405. Onur Kulce, Deniz Mengu, Yair Rivenson, Aydogan Ozcan. All-optical implementations of arbitrary linear transformations using diffractive networks. AI and Optical Data Sciences III, PC120190O, 2022. DOI: 10.1117/12.2609325.6295510873001. 2022.
  406. Md Sadman Sakib Rahman, Jingxi Li, Deniz Mengu, Yair Rivenson, Aydogan Ozcan. Advancing diffractive network-based image classification by ensemble learning. AI and Optical Data Sciences III, PC1201901, 2022. DOI: 10.1117/12.2608016.6295515946001. 2022.
  407. Deniz Mengu, Yair Rivenson, Aydogan Ozcan. Diffractive optical networks with scale, shift, and rotation invariance. AI and Optical Data Sciences III, PC120190M, 2022. DOI: 10.1117/12.2609500.6297030137001. 2022.
  408. Yi Luo, Yifan Zhao, Jingxi Li, Ege Çetintas, Yair Rivenson, Mona Jarrahi, Aydogan Ozcan. Seeing through unknown, random diffusers using all-optical diffractive networks. AI and Optical Data Sciences III, PC120190N, 2022. DOI: 10.1117/12.2609811.6295510780001. 2022.
  409. Xilin Yang, Luzhe Huang, Yilin Luo, Yichen Wu, Hongda Wang, Yair Rivenson, Aydogan Ozcan. Three-dimensional virtual refocusing of point-spread function engineered images using cascaded neural networks. AI and Optical Data Sciences III, PC1201906, 2022. DOI: 10.1117/12.2608278.6295513827001. 2022.
  410. Yijie Zhang, Tairan Liu, Manmohan Singh, Ege Çetintaş, Yilin Luo, Yair Rivenson, Kirill V. Larin, Aydogan Ozcan. Deep learning-based image reconstruction in swept-source optical coherence tomography using undersampled spectral data. Multimodal Biomedical Imaging XVII, PC119520D, 2022. DOI: 10.1364/cleo_at.2022.am5i.7. 2022.
  411. Yi Luo, Yichen Wu, Liqiao Li, Yuening Guo, Ege Çetintaş, Yifang Zhu, Aydogan Ozcan. Volatility measurement of particulate matter using deep learning-based holographic microscopy. Optics and Biophotonics in Low-Resource Settings VIII, PC119500E, 2022. DOI: 10.1117/12.2608830.6295508065001. 2022.
  412. Aydogan Ozcan. Deep learning-enabled optics. Optics and Biophotonics in Low-Resource Settings VIII, PC119500B, 2022. DOI: 10.1117/12.2631527.6295538686001. 2022.
  413. Yi Luo, Hyou-Arm Joung, Sarah Esparza, Jingyou Rao, Omai Garner, Aydogan Ozcan. Quantitative particle agglutination assay for point-of-care sensing using mobile holographic imaging and neural networks. Optics and Biophotonics in Low-Resource Settings VIII, PC1195004, 2022. DOI: 10.1117/12.2608813.6295507616001. 2022.
  414. Kevin de Haan, Yijie Zhang, Jonathan E. Zuckerman, Tairan Liu, Yair Rivenson, W. Dean Wallace, Aydogan Ozcan. Transformation of H&E stained tissue into special stains using deep learning. Optical Biopsy XX: Toward Real-Time Spectroscopic Imaging and Diagnosis, 2022. DOI: 10.1364/cleo_at.2022.ath2i.4. 2022.
  415. Deniz Mengu, Muhammed Veli, Yair Rivenson, Aydogan Ozcan. Diffractive networks classify and reconstruct overlapping phase objects. Quantitative Phase Imaging VIII, PC119700A, 2022. DOI: 10.1117/12.2609491.6295505602001. 2022.
  416. Aydogan Ozcan. Optics and Biophotonics in Low-Resource Settings VIII. Proc. of SPIE Vol 11950, 1195001-1, 2022. DOI: 10.1117/12.2631527. 2022.
  417. Giovanni Volpe, Joana B Pereira, Daniel Brunner, Aydogan Ozcan. Emerging Topics in Artificial Intelligence (ETAI) 2022. Proc. of SPIE Vol 12204, 1220401-1, 2022. DOI: 10.1117/12.2661728. 2022.
  418. Jacob T Heggestad, David S Kinnamon, Jason Liu, Daniel Y Joh, Cassio M Fontes, Qingshan Wei, Aydogan Ozcan, Angus M Hucknall, Ashutosh Chilkoti. Smartphone Enabled Point-of-Care Detection of Serum Biomarkers. Biomedical Engineering Technologies: Volume 1, 343-365, 2022. DOI: 10.1117/12.2678193.96a84658-5fc0-ed11-a998-005056914f1c. 2022.
  419. Xiaoyu Zhang, Jorge Piazentin Ono, Huan Song, Liang Gou, Kwan-Liu Ma, Liu Ren. SliceTeller: A data slice-driven approach for machine learning model validation. IEEE Trans. Visual. Comput. Graphics. DOI: 10.1109/tvcg.2022.3209465. 2022.
  420. Xiwei Xuan, Xiaoyu Zhang, Oh-Hyun Kwon, Kwan-Liu Ma. VAC-CNN: A visual analytics system for comparative studies of deep convolutional neural networks. IEEE Trans. Visual. Comput. Graphics. DOI: 10.1109/tvcg.2022.3165347. 2022.
  421. David Bauer, Qi Wu, Kwan-Liu Ma. Fovolnet: Fast volume rendering using foveated deep neural networks. IEEE Trans. Visual. Comput. Graphics. DOI: 10.1109/tvcg.2022.3209498. 2022.
  422. Qi Wu, Joseph A. Insley, Victor A. Mateevitsi, Silvio Rizzi, Kwan-Liu Ma. Distributed Volumetric Neural Representation for in situ Visualization and Analysis. 2022 IEEE 12th Symposium on Large Data Analysis and Visualization (LDAV), 1-2, 2022. DOI: 10.1109/ldav57265.2022.9966405. 2022.
  423. Matthew Thorpe, Tan Minh Nguyen, Hedi Xia, Thomas Strohmer, Andrea Bertozzi, Stanley Osher, Bao Wang. GRAND++: Graph neural diffusion with a source term. Neural Process Lett. DOI: 10.1007/s11063-024-11672-3. 2022.
  424. Krystle L. Reagan, Shaofeng Deng, Junda Sheng, Jamie Sebastian, Zhe Wang, Sara N. Huebner, Louise A. Wenke, Sarah R. Michalak, Thomas Strohmer, Jane E. Sykes. Use of machine-learning algorithms to aid in the early detection of leptospirosis in dogs. J VET Diagn Invest. DOI: 10.1177/10406387221096781. 2022.
  425. March Boedihardjo, Thomas Strohmer, Roman Vershynin. Privacy of synthetic data: A statistical framework. IEEE Transactions on information theory 69 (1), 520-527, 2022. DOI: 10.1109/TIT.2022.3216793. 2022.
  426. March Boedihardjo, Thomas Strohmer, Roman Vershynin. Private sampling: a noiseless approach for generating differentially private synthetic data. SIAM Journal on Mathematics of Data Science. DOI: 10.1137/21m1449944. 2022.
  427. Shizhou Xu, Thomas Strohmer. Fair data representation for machine learning at the Pareto frontier. arXiv preprint arXiv:2201.00292, 2022. DOI: 10.48550/arXiv.2201.00292. 2022.