Aydogan Ozcan - RankMe

135 papers B 1Misc 1Journal 124Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Automated HER2 scoring with uncertainty quantification using lensfree holography and deep learning. CoRR Che-Yung Shen, Xilin Yang, Yuzhu Li, Leon Lenk, Aydogan Ozcan
2026	J	`jnl`	Compressive single-pixel imaging via a wavelength-multiplexed spatially incoherent diffractive optical processor. CoRR Xiao Wang, Yiyang Wu, Yuntian Wang, Md Sadman Sakib Rahman, Paloma Casteleiro Costa, Guangdong Ma, Shiqi Chen, Yuzhu Li, Jingxi Li, Çagatay Isil, Aydogan Ozcan
2026	J	`jnl`	Large-scale nonlinear optical computing with incoherent light via linear diffractive systems. CoRR Alexander Chen, Yuntian Wang, Md Sadman Sakib Rahman, Yuhang Li, Aydogan Ozcan
2025	J	`jnl`	Autonomous Uncertainty Quantification for Computational Point-of-care Sensors. CoRR Artem Goncharov, Rajesh Ghosh, Hyou-Arm Joung, Dino Di Carlo, Aydogan Ozcan
2025	J	`jnl`	Autonomous labeling of surgical resection margins using a foundation model. CoRR Xilin Yang, Musa Aydin, Yuhong Lu, Sahan Yoruc Selcuk, Bijie Bai, Yijie Zhang, Andrew C. Birkeland, Katjana Ehrlich, Julien Bec, Laura Marcu, Nir Pillar, Aydogan Ozcan
2025	J	`jnl`	BlurryScope enables compact, cost-effective scanning microscopy for HER2 scoring using deep learning on blurry images. npj Digit. Medicine Michael John Fanous, Christopher Michael Seybold, Hanlong Chen, Nir Pillar, Aydogan Ozcan
2025	J	`jnl`	Deep learning-enabled virtual multiplexed immunostaining of label-free tissue for vascular invasion assessment. CoRR Yijie Zhang, Çagatay Isil, Xilin Yang, Yuzhu Li, Anna Elia, Karine Atlan, William Dean Wallace, Nir Pillar, Aydogan Ozcan
2025	J	`jnl`	Deep learning-enhanced dual-mode multiplexed optical sensor for point-of-care diagnostics of cardiovascular diseases. CoRR Gyeo-Re Han, Merve Eryilmaz, Artem Goncharov, Yuzhu Li, Shun Ye, Aoi Tomoeda, Emily Ngo, Margherita Scussat, Xiao Wang, Zixiang Ji, Max Zhang, Jeffrey J. Hsu, Omai B. Garner, Dino Di Carlo, Aydogan Ozcan
2025	J	`jnl`	Large Language Model-Based Chatbots in Higher Education. Adv. Intell. Syst. Defne Yigci, Merve Eryilmaz, Ail K. Yetisen, Savas Tasoglu, Aydogan Ozcan
2025	J	`jnl`	Massively parallel and universal approximation of nonlinear functions using diffractive processors. CoRR Md Sadman Sakib Rahman, Yuhang Li, Xilin Yang, Shiqi Chen, Aydogan Ozcan
2025	J	`jnl`	Model-free Optical Processors using In Situ Reinforcement Learning with Proximal Policy Optimization. CoRR Yuhang Li, Shiqi Chen, Tingyu Gong, Aydogan Ozcan
2025	J	`jnl`	Phase-multiplexed optical computing: Reconfiguring a multi-task diffractive optical processor using illumination phase diversity. CoRR Xiao Wang, Aydogan Ozcan
2025	J	`jnl`	Pixel Super-Resolved Fluorescence Lifetime Imaging Using Deep Learning. CoRR Paloma Casteleiro Costa, Parnian Ghapandar Kashani, Xuhui Liu, Alexander Chen, Ary Portes, Julien Bec, Laura Marcu, Aydogan Ozcan
2025	J	`jnl`	Roadmap on Neuromorphic Photonics. CoRR Daniel Brunner, Bhavin J. Shastri, Mohammed Al-Qadasi, Hitesh Ballani, Sylvain Barbay, Stefano Biasi, Peter Bienstman, Simon Bilodeau, Wim Bogaerts, Fabian Böhm, Grace Brennan, Sonia M. Buckley, Xinlun Cai, Marcello Calvanese Strinati, Burcu Canakci, Benoît Charbonnier, Mario Chemnitz, Yitong Chen, Stanley Cheung, Jeff Chiles, Suyeon Choi, Demetrios N. Christodoulides, Lukas Chrostowski, Jiaqi Chu, James H. Clegg, Daniel Cletheroe, Claudio Conti, Qionghai Dai, Luigi Di Lauro, Nikolaos-Panteleimon Diamantopoulos, Niyazi Ulas Dinç, Jacob Ewaniuk, Shanhui Fan, Lu Fang, Riccardo Franchi, Pedro J. Freire, Silvia Gentilini, Sylvain Gigan, Gian Luca Giorgi, Christos Gkantsidis, Jannes Gladrow, Elena Goi, M. Goldmann, A. Grabulosa, Min Gu, Xianxin Guo, Matej Hejda, Folkert Horst, Jih-Liang Hsieh, Jianqi Hu, Juejun Hu, Chaoran Huang, Antonio Hurtado, Lina Jaurigue, Kirill P. Kalinin, Morteza Kamalian-Kopae, Douglas J. Kelly, Mercedeh Khajavikhan, Heiner Kremer, Jérémie Laydevant, Joshua Lederman, Jongheon Lee, Daan Lenstra, Gordon H. Y. Li, Mo Li, Yuhang Li, Xing Lin, Zhongjin Lin, Mieszko Lis, Kathy Lüdge, Alessio Lugnan, Alessandro Lupo, A. I. Lvovsky, Egor Manuylovich, Alireza Marandi, Federico Marchesin, Serge Massar, Adam N. McCaughan, Peter L. McMahon, Miltiadis Moralis-Pegios, Roberto Morandotti, Christophe Moser, David J. Moss, Avilash Mukherjee, Mahdi Nikdast, Bert J. Offrein, Ilker Oguz, Bakhrom G. Oripov, Greg O'Shea, Aydogan Ozcan, Francesca Parmigiani, Sudeep Pasricha, Fabio Pavanello, Lorenzo Pavesi, Nicola Peserico, Lucinda Pickup, Davide Pierangeli, Nikos Pleros, Xavier Porte, Bryce A. Primavera
2025	J	`jnl`	Snapshot 3D image projection using a diffractive decoder. CoRR Çagatay Isil, Alexander Chen, Yuhang Li, F. Onuralp Ardic, Shiqi Chen, Che-Yung Shen, Aydogan Ozcan
2025	J	`jnl`	Snapshot multi-spectral imaging through defocusing and a Fourier imager network. CoRR Xilin Yang, Michael John Fanous, Hanlong Chen, Ryan Lee, Paloma Casteleiro Costa, Yuhang Li, Luzhe Huang, Yijie Zhang, Aydogan Ozcan
2025	J	`jnl`	Structural Vibration Monitoring with Diffractive Optical Processors. CoRR Yuntian Wang, Zafer Yilmaz, Yuhang Li, Edward Liu, Eric Ahlberg, Farid Ghahari, Ertugrul Taciroglu, Aydogan Ozcan
2025	J	`jnl`	Super-resolution image projection over an extended depth of field using a diffractive decoder. CoRR Hanlong Chen, Çagatay Isil, Tianyi Gan, Mona Jarrahi, Aydogan Ozcan
2025	J	`jnl`	Training of physical neural networks. Nat. 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 Markovic, Daniel Brunner, Christophe Moser, Sylvain Gigan, Florian Marquardt, Aydogan Ozcan, Julie Grollier, Andrea J. Liu, Demetri Psaltis, Andrea Alù, Romain Fleury
2025	J	`jnl`	Universal and Transferable Attacks on Pathology Foundation Models. CoRR Yuntian Wang, Xilin Yang, Che-Yung Shen, Nir Pillar, Aydogan Ozcan
2025	J	`jnl`	Universal point spread function engineering for 3D optical information processing. CoRR Md Sadman Sakib Rahman, Aydogan Ozcan
2024	J	`jnl`	All-optical complex field imaging using diffractive processors. CoRR Jingxi Li, Yuhang Li, Tianyi Gan, Che-Yung Shen, Mona Jarrahi, Aydogan Ozcan
2024	J	`jnl`	An insertable glucose sensor using a compact and cost-effective phosphorescence lifetime imager and machine learning. CoRR Artem Goncharov, Zoltan Gorocs, Ridhi Pradhan, Brian Ko, Ajmal Ajmal, Andrés Rodríguez, David Baum, Marcell Veszpremi, Xilin Yang, Maxime Pindrys, Tianle Zheng, Oliver Wang, Jessica C. Ramella-Roman, Michael J. McShane, Aydogan Ozcan
2024	J	`jnl`	Automated HER2 Scoring in Breast Cancer Images Using Deep Learning and Pyramid Sampling. CoRR Sahan Yoruc Selcuk, Xilin Yang, Bijie Bai, Yijie Zhang, Yuzhu Li, Musa Aydin, Aras Firat Unal, Aditya Gomatam, Zhen Guo, Morgan Angus Darrow, Goren Kolodney, Karine Atlan, Tal Keidar Haran, Nir Pillar, Aydogan Ozcan
2024	J	`jnl`	Autonomous Quality and Hallucination Assessment for Virtual Tissue Staining and Digital Pathology. CoRR Luzhe Huang, Yuzhu Li, Nir Pillar, Tal Keidar Haran, William Dean Wallace, Aydogan Ozcan
2024	J	`jnl`	BlurryScope: a cost-effective and compact scanning microscope for automated HER2 scoring using deep learning on blurry image data. CoRR Michael John Fanous, Christopher Michael Seybold, Hanlong Chen, Nir Pillar, Aydogan Ozcan
2024	J	`jnl`	Deep Learning-based Detection of Bacterial Swarm Motion Using a Single Image. CoRR Yuzhu Li, Hao Li, Weijie Chen, Keelan O'Riordan, Neha Mani, Yuxuan Qi, Tairan Liu, Sridhar Mani, Aydogan Ozcan
2024	J	`jnl`	Information hiding cameras: optical concealment of object information into ordinary images. CoRR Bijie Bai, Ryan Lee, Yuhang Li, Tianyi Gan, Yuntian Wang, Mona Jarrahi, Aydogan Ozcan
2024	J	`jnl`	Integration of Programmable Diffraction with Digital Neural Networks. CoRR Md Sadman Sakib Rahman, Aydogan Ozcan
2024	J	`jnl`	Label-free evaluation of lung and heart transplant biopsies using virtual staining. CoRR 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
2024	J	`jnl`	Leveraging Computational Pathology AI for Noninvasive Optical Imaging Analysis Without Retraining. CoRR 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
2024	J	`jnl`	Lying mirror. CoRR Yuhang Li, Shiqi Chen, Bijie Bai, Aydogan Ozcan
2024	J	`jnl`	Multi-scale Conditional Generative Modeling for Microscopic Image Restoration. CoRR Luzhe Huang, Xiongye Xiao, Shixuan Li, Jiawen Sun, Yi Huang, Aydogan Ozcan, Paul Bogdan
2024	J	`jnl`	Multiplane Quantitative Phase Imaging Using a Wavelength-Multiplexed Diffractive Optical Processor. CoRR Che-Yung Shen, Jingxi Li, Tianyi Gan, Yuhang Li, Langxing Bai, Mona Jarrahi, Aydogan Ozcan
2024	J	`jnl`	Multiplexed all-optical permutation operations using a reconfigurable diffractive optical network. CoRR Guangdong Ma, Xilin Yang, Bijie Bai, Jingxi Li, Yuhang Li, Tianyi Gan, Che-Yung Shen, Yijie Zhang, Yuzhu Li, Mona Jarrahi, Aydogan Ozcan
2024	J	`jnl`	Neural Network-Based Processing and Reconstruction of Compromised Biophotonic Image Data. CoRR Michael John Fanous, Paloma Casteleiro Costa, Çagatay Isil, Luzhe Huang, Aydogan Ozcan
2024	J	`jnl`	Optical Generative Models. CoRR Shiqi Chen, Yuhang Li, Hanlong Chen, Aydogan Ozcan
2024	J	`jnl`	Subwavelength Imaging using a Solid-Immersion Diffractive Optical Processor. CoRR Jingtian Hu, Kun Liao, Niyazi Ulas Dinç, Carlo Gigli, Bijie Bai, Tianyi Gan, Xurong Li, Hanlong Chen, Xilin Yang, Yuhang Li, Çagatay Isil, Md Sadman Sakib Rahman, Jingxi Li, Xiaoyong Hu, Mona Jarrahi, Demetri Psaltis, Aydogan Ozcan
2024	J	`jnl`	Super-resolved virtual staining of label-free tissue using diffusion models. CoRR Yijie Zhang, Luzhe Huang, Nir Pillar, Yuzhu Li, Hanlong Chen, Aydogan Ozcan
2024	J	`jnl`	Training of Physical Neural Networks. CoRR 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 Markovic, Daniel Brunner, Christophe Moser, Sylvain Gigan, Florian Marquardt, Aydogan Ozcan, Julie Grollier, Andrea J. Liu, Demetri Psaltis, Andrea Alù, Romain Fleury
2024	J	`jnl`	Unidirectional imaging with partially coherent light. CoRR Guangdong Ma, Che-Yung Shen, Jingxi Li, Luzhe Huang, Çagatay Isil, F. Onuralp Ardic, Xilin Yang, Yuhang Li, Yuntian Wang, Md Sadman Sakib Rahman, Aydogan Ozcan
2024	J	`jnl`	Virtual Gram staining of label-free bacteria using darkfield microscopy and deep learning. CoRR Çagatay 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
2024	J	`jnl`	Virtual Staining of Label-Free Tissue in Imaging Mass Spectrometry. CoRR Yijie Zhang, Luzhe Huang, Nir Pillar, Yuzhu Li, Lukasz G. Migas, Raf Van de Plas, Jeffrey M. Spraggins, Aydogan Ozcan
2024	J	`jnl`	Virtual birefringence imaging and histological staining of amyloid deposits in label-free tissue using autofluorescence microscopy and deep learning. CoRR Xilin Yang, Bijie Bai, Yijie Zhang, Musa Aydin, Sahan Yoruc Selcuk, Zhen Guo, Gregory A. Fishbein, Karine Atlan, William Dean Wallace, Nir Pillar, Aydogan Ozcan
2023	J	`jnl`	All-Optical Phase Conjugation Using Diffractive Wavefront Processing. CoRR Che-Yung Shen, Jingxi Li, Tianyi Gan, Mona Jarrahi, Aydogan Ozcan
2023	J	`jnl`	All-optical image denoising using a diffractive visual processor. CoRR Çagatay Isil, Tianyi Gan, F. Onuralp Ardic, Koray Mentesoglu, Jagrit Digani, Hüseyin Karaca, Hanlong Chen, Jingxi Li, Deniz Mengu, Mona Jarrahi, Kaan Aksit, Aydogan Ozcan
2023	J	`jnl`	Complex-valued universal linear transformations and image encryption using spatially incoherent diffractive networks. CoRR Xilin Yang, Md Sadman Sakib Rahman, Bijie Bai, Jingxi Li, Aydogan Ozcan
2023	J	`jnl`	Cycle Consistency-based Uncertainty Quantification of Neural Networks in Inverse Imaging Problems. CoRR Luzhe Huang, Jianing Li, Xiaofu Ding, Yijie Zhang, Hanlong Chen, Aydogan Ozcan
2023	Misc	`conf`	Diffractive Optical Networks & Computational Imaging Without a Computer. ACSSC Aydogan Ozcan
2023	J	`jnl`	Digital staining facilitates biomedical microscopy. Frontiers Bioinform. Michael John Fanous, Nir Pillar, Aydogan Ozcan
2023	J	`jnl`	Learning Diffractive Optical Communication Around Arbitrary Opaque Occlusions. CoRR Md Sadman Sakib Rahman, Tianyi Gan, Emir Arda Deger, Çagatay Isil, Mona Jarrahi, Aydogan Ozcan
2023	J	`jnl`	Multispectral Quantitative Phase Imaging Using a Diffractive Optical Network. Adv. Intell. Syst. Che-Yung Shen, Jingxi Li, Deniz Mengu, Aydogan Ozcan
2023	J	`jnl`	Multispectral Quantitative Phase Imaging Using a Diffractive Optical Network. CoRR Che-Yung Shen, Jingxi Li, Deniz Mengu, Aydogan Ozcan
2023	J	`jnl`	Pyramid diffractive optical networks for unidirectional magnification and demagnification. CoRR Bijie Bai, Xilin Yang, Tianyi Gan, Jingxi Li, Deniz Mengu, Mona Jarrahi, Aydogan Ozcan
2023	J	`jnl`	Self-supervised learning of hologram reconstruction using physics consistency. Nat. Mac. Intell. Luzhe Huang, Hanlong Chen, Tairan Liu, Aydogan Ozcan
2023	J	`jnl`	Time-Lapse Image Classification Using a Diffractive Neural Network. Adv. Intell. Syst. Md Sadman Sakib Rahman, Aydogan Ozcan
2023	J	`jnl`	Universal Linear Intensity Transformations Using Spatially-Incoherent Diffractive Processors. CoRR Md Sadman Sakib Rahman, Xilin Yang, Jingxi Li, Bijie Bai, Aydogan Ozcan
2023	J	`jnl`	Universal Polarization Transformations: Spatial programming of polarization scattering matrices using a deep learning-designed diffractive polarization transformer. CoRR Yuhang Li, Jingxi Li, Yifan Zhao, Tianyi Gan, Jingtian Hu, Mona Jarrahi, Aydogan Ozcan
2023	J	`jnl`	Virtual histological staining of unlabeled autopsy tissue. CoRR Yuzhu Li, Nir Pillar, Jingxi Li, Tairan Liu, Di Wu, Songyu Sun, Guangdong Ma, Kevin de Haan, Luzhe Huang, Sepehr Hamidi, Anatoly Urisman, Tal Keidar Haran, William Dean Wallace, Jonathan E. Zuckerman, Aydogan Ozcan
2023	J	`jnl`	eFIN: Enhanced Fourier Imager Network for generalizable autofocusing and pixel super-resolution in holographic imaging. CoRR Hanlong Chen, Luzhe Huang, Tairan Liu, Aydogan Ozcan
2022	J	`jnl`	All-optical image classification through unknown random diffusers using a single-pixel diffractive network. CoRR Yi Luo, Bijie Bai, Yuhang Li, Ege Cetintas, Aydogan Ozcan
2022	J	`jnl`	Analysis of Diffractive Neural Networks for Seeing Through Random Diffusers. CoRR Yuhang Li, Yi Luo, Bijie Bai, Aydogan Ozcan
2022	J	`jnl`	Data class-specific all-optical transformations and encryption. CoRR Bijie Bai, Heming Wei, Xilin Yang, Deniz Mengu, Aydogan Ozcan
2022	J	`jnl`	Deep Learning-enabled Detection and Classification of Bacterial Colonies using a Thin Film Transistor (TFT) Image Sensor. CoRR 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
2022	J	`jnl`	Deep Learning-enabled Virtual Histological Staining of Biological Samples. CoRR Bijie Bai, Xilin Yang, Yuzhu Li, Yijie Zhang, Nir Pillar, Aydogan Ozcan
2022	J	`jnl`	Diffractive Interconnects: All-Optical Permutation Operation Using Diffractive Networks. CoRR Deniz Mengu, Yifan Zhao, Anika Tabassum, Mona Jarrahi, Aydogan Ozcan
2022	J	`jnl`	Diffractive all-optical computing for quantitative phase imaging. CoRR Deniz Mengu, Aydogan Ozcan
2022	J	`jnl`	Few-shot Transfer Learning for Holographic Image Reconstruction using a Recurrent Neural Network. CoRR Luzhe Huang, Xilin Yang, Tairan Liu, Aydogan Ozcan
2022	J	`jnl`	Fourier Imager Network (FIN): A deep neural network for hologram reconstruction with superior external generalization. CoRR Hanlong Chen, Luzhe Huang, Tairan Liu, Aydogan Ozcan
2022	J	`jnl`	GedankenNet: Self-supervised learning of hologram reconstruction using physics consistency. CoRR Luzhe Huang, Hanlong Chen, Tairan Liu, Aydogan Ozcan
2022	J	`jnl`	Massively Parallel Universal Linear Transformations using a Wavelength-Multiplexed Diffractive Optical Network. CoRR Jingxi Li, Bijie Bai, Yi Luo, Aydogan Ozcan
2022	J	`jnl`	Polarization Multiplexed Diffractive Computing: All-Optical Implementation of a Group of Linear Transformations Through a Polarization-Encoded Diffractive Network. CoRR Jingxi Li, Yi-Chun Hung, Onur Kulce, Deniz Mengu, Aydogan Ozcan
2022	J	`jnl`	Snapshot Multispectral Imaging Using a Diffractive Optical Network. CoRR Deniz Mengu, Anika Tabassum, Mona Jarrahi, Aydogan Ozcan
2022	J	`jnl`	Stain-free, rapid, and quantitative viral plaque assay using deep learning and holography. CoRR Tairan Liu, Yuzhu Li, Hatice Ceylan Koydemir, Yijie Zhang, Ethan Yang, Hongda Wang, Jingxi Li, Bijie Bai, Aydogan Ozcan
2022	J	`jnl`	Super-resolution image display using diffractive decoders. CoRR Çagatay Isil, Deniz Mengu, Yifan Zhao, Anika Tabassum, Jingxi Li, Yi Luo, Mona Jarrahi, Aydogan Ozcan
2022	J	`jnl`	Time-lapse image classification using a diffractive neural network. CoRR Md Sadman Sakib Rahman, Aydogan Ozcan
2022	J	`jnl`	To image, or not to image: Class-specific diffractive cameras with all-optical erasure of undesired objects. CoRR Bijie Bai, Yi Luo, Tianyi Gan, Jingtian Hu, Yuhang Li, Yifan Zhao, Deniz Mengu, Mona Jarrahi, Aydogan Ozcan
2022	J	`jnl`	Unidirectional Imaging using Deep Learning-Designed Materials. CoRR Jingxi Li, Tianyi Gan, Yifan Zhao, Bijie Bai, Che-Yung Shen, Songyu Sun, Mona Jarrahi, Aydogan Ozcan
2022	J	`jnl`	Virtual impactor-based label-free bio-aerosol detection using holography and deep learning. CoRR Yi Luo, Yijie Zhang, Tairan Liu, Alan Yu, Yichen Wu, Aydogan Ozcan
2022	J	`jnl`	Virtual stain transfer in histology via cascaded deep neural networks. CoRR Xilin Yang, Bijie Bai, Yijie Zhang, Yuzhu Li, Kevin de Haan, Tairan Liu, Aydogan Ozcan
2022	J	`jnl`	Virtual staining of defocused autofluorescence images of unlabeled tissue using deep neural networks. CoRR Yijie Zhang, Luzhe Huang, Tairan Liu, Keyi Cheng, Kevin de Haan, Yuzhu Li, Bijie Bai, Aydogan Ozcan
2021	J	`jnl`	All-Optical Synthesis of an Arbitrary Linear Transformation Using Diffractive Surfaces. CoRR Onur Kulce, Deniz Mengu, Yair Rivenson, Aydogan Ozcan
2021	J	`jnl`	Cascadable all-optical NAND gates using diffractive networks. CoRR Yi Luo, Deniz Mengu, Aydogan Ozcan
2021	J	`jnl`	Classification and reconstruction of spatially overlapping phase images using diffractive optical networks. CoRR Deniz Mengu, Muhammed Veli, Yair Rivenson, Aydogan Ozcan
2021	J	`jnl`	Dynamic imaging and characterization of volatile aerosols in e-cigarette emissions using deep learning-based holographic microscopy. CoRR Yi Luo, Yichen Wu, Liqiao Li, Yuening Guo, Ege Cetintas, Yifang Zhu, Aydogan Ozcan
2021	J	`jnl`	Holographic image reconstruction with phase recovery and autofocusing using recurrent neural networks. CoRR Luzhe Huang, Tairan Liu, Xilin Yang, Yi Luo, Yair Rivenson, Aydogan Ozcan
2021	J	`jnl`	Label-free virtual HER2 immunohistochemical staining of breast tissue using deep learning. CoRR 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
2021	J	`jnl`	Machine learning and computation-enabled intelligent sensor design. Nat. Mach. Intell. Zachary S. Ballard, Calvin Brown, Asad M. Madni, Aydogan Ozcan
2021	J	`jnl`	Neural network-based image reconstruction in swept-source optical coherence tomography using undersampled spectral data. CoRR Yijie Zhang, Tairan Liu, Manmohan Singh, Yilin Luo, Yair Rivenson, Kirill V. Larin, Aydogan Ozcan
2020	J	`jnl`	All-Optical Information Processing Capacity of Diffractive Surfaces. CoRR Onur Kulce, Deniz Mengu, Yair Rivenson, Aydogan Ozcan
2020	J	`jnl`	Automated screening of sickle cells using a smartphone-based microscope and deep learning. npj Digit. Medicine Kevin de Haan, Hatice Ceylan Koydemir, Yair Rivenson, Derek Tseng, Elizabeth Van Dyne, Lissette Bakic, Kerim Doruk Karinca, Kyle Liang, Megha Ilango, Esin Gumustekin, Aydogan Ozcan
2020	J	`jnl`	Deep learning-based holographic polarization microscopy. CoRR Tairan Liu, Kevin de Haan, Bijie Bai, Yair Rivenson, Yi Luo, Hongda Wang, David Karalli, Hongxiang Fu, Yibo Zhang, John Fitzgerald, Aydogan Ozcan
2020	J	`jnl`	Deep learning-based transformation of the H&E stain into special stains improves kidney disease diagnosis. CoRR Kevin de Haan, Yijie Zhang, Tairan Liu, Anthony E. Sisk, Miguel F. P. Diaz, Jonathan E. Zuckerman, Yair Rivenson, W. Dean Wallace, Aydogan Ozcan
2020	J	`jnl`	Deep learning-based virtual refocusing of images using an engineered point-spread function. CoRR Xilin Yang, Luzhe Huang, Yilin Luo, Yichen Wu, Hongda Wang, Yair Rivenson, Aydogan Ozcan
2020	J	`jnl`	Deep learning-enabled point-of-care sensing using multiplexed paper-based sensors. npj Digit. Medicine Zachary S. Ballard, Hyou-Arm Joung, Artem Goncharov, Jesse Liang, Karina Nugroho, Dino Di Carlo, Omai B. Garner, Aydogan Ozcan
2020	J	`jnl`	Deep-Learning-Based Image Reconstruction and Enhancement in Optical Microscopy. Proc. IEEE Kevin de Haan, Yair Rivenson, Yichen Wu, Aydogan Ozcan
2020	J	`jnl`	Digital synthesis of histological stains using micro-structured and multiplexed virtual staining of label-free tissue. CoRR Yijie Zhang, Kevin de Haan, Yair Rivenson, Jingxi Li, Apostolos Delis, Aydogan Ozcan
2020	J	`jnl`	Early-detection and classification of live bacteria using time-lapse coherent imaging and deep learning. CoRR Hongda Wang, Hatice Ceylan Koydemir, Yunzhe Qiu, Bijie Bai, Yibo Zhang, Yiyin Jin, Sabiha Tok, Enis Cagatay Yilmaz, Esin Gumustekin, Yair Rivenson, Aydogan Ozcan
2020	J	`jnl`	Ensemble learning of diffractive optical networks. CoRR Md Sadman Sakib Rahman, Jingxi Li, Deniz Mengu, Yair Rivenson, Aydogan Ozcan
2020	J	`jnl`	Label-free detection of Giardia lamblia cysts using a deep learning-enabled portable imaging flow cytometer. CoRR Zoltan Gorocs, David Baum, Fang Song, Kevin de Haan, Hatice Ceylan Koydemir, Yunzhe Qiu, Zilin Cai, Thamira Skandakumar, Spencer Peterman, Miu Tamamitsu, Aydogan Ozcan
2020	J	`jnl`	Machine Vision using Diffractive Spectral Encoding. CoRR Jingxi Li, Deniz Mengu, Nezih T. Yardimci, Yi Luo, Xurong Li, Muhammed Veli, Yair Rivenson, Mona Jarrahi, Aydogan Ozcan
2020	J	`jnl`	Misalignment Resilient Diffractive Optical Networks. CoRR Deniz Mengu, Yifan Zhao, Nezih T. Yardimci, Yair Rivenson, Mona Jarrahi, Aydogan Ozcan
2020	J	`jnl`	Neural network-based on-chip spectroscopy using a scalable plasmonic encoder. CoRR Calvin Brown, Artem Goncharov, Zachary S. Ballard, Mason Fordham, Ashley Clemens, Yunzhe Qiu, Yair Rivenson, Aydogan Ozcan
2020	J	`jnl`	Recurrent neural network-based volumetric fluorescence microscopy. CoRR Luzhe Huang, Yilin Luo, Yair Rivenson, Aydogan Ozcan
2020	J	`jnl`	Scale-, shift- and rotation-invariant diffractive optical networks. CoRR Deniz Mengu, Yair Rivenson, Aydogan Ozcan
2020	J	`jnl`	Single-shot autofocusing of microscopy images using deep learning. CoRR Yilin Luo, Luzhe Huang, Yair Rivenson, Aydogan Ozcan
2020	J	`jnl`	Terahertz Pulse Shaping Using Diffractive Legos. CoRR Muhammed Veli, Deniz Mengu, Nezih T. Yardimci, Yi Luo, Jingxi Li, Yair Rivenson, Mona Jarrahi, Aydogan Ozcan
2019	J	`jnl`	Class-specific Differential Detection in Diffractive Optical Neural Networks Improves Inference Accuracy. CoRR Jingxi Li, Deniz Mengu, Yi Luo, Yair Rivenson, Aydogan Ozcan
2019	J	`jnl`	Deep learning-based color holographic microscopy. CoRR Tairan Liu, Zhensong Wei, Yair Rivenson, Kevin de Haan, Yibo Zhang, Yichen Wu, Aydogan Ozcan
2019	J	`jnl`	Design of Task-Specific Optical Systems Using Broadband Diffractive Neural Networks. CoRR Yi Luo, Deniz Mengu, Nezih T. Yardimci, Yair Rivenson, Muhammed Veli, Mona Jarrahi, Aydogan Ozcan
2019	J	`jnl`	Resolution enhancement in scanning electron microscopy using deep learning. CoRR Kevin de Haan, Zachary S. Ballard, Yair Rivenson, Yichen Wu, Aydogan Ozcan
2019	J	`jnl`	Three-dimensional propagation and time-reversal of fluorescence images. CoRR Yichen Wu, Yair Rivenson, Hongda Wang, Yilin Luo, Eyal Ben-David, Aydogan Ozcan
2018	J	`jnl`	All-Optical Machine Learning Using Diffractive Deep Neural Networks. CoRR Xing Lin, Yair Rivenson, Nezih T. Yardimci, Muhammed Veli, Mona Jarrahi, Aydogan Ozcan
2018	J	`jnl`	Analysis of Diffractive Optical Neural Networks and Their Integration with Electronic Neural Networks. CoRR Deniz Mengu, Yi Luo, Yair Rivenson, Aydogan Ozcan
2018	J	`jnl`	Cross-modality deep learning brings bright-field microscopy contrast to holography. CoRR Yichen Wu, Yilin Luo, Gunvant Chaudhari, Yair Rivenson, Ayfer Calis, Kevin de Haan, Aydogan Ozcan
2018	J	`jnl`	Deep learning-based super-resolution in coherent imaging systems. CoRR Tairan Liu, Kevin de Haan, Yair Rivenson, Zhensong Wei, Xin Zeng, Yibo Zhang, Aydogan Ozcan
2018	J	`jnl`	Deep learning-based virtual histology staining using auto-fluorescence of label-free tissue. CoRR Yair Rivenson, Hongda Wang, Zhensong Wei, Yibo Zhang, Harun Gunaydin, Aydogan Ozcan
2018	J	`jnl`	Extended depth-of-field in holographic image reconstruction using deep learning based auto-focusing and phase-recovery. CoRR Yichen Wu, Yair Rivenson, Yibo Zhang, Zhensong Wei, Harun Gunaydin, Xing Lin, Aydogan Ozcan
2018	J	`jnl`	PhaseStain: Digital staining of label-free quantitative phase microscopy images using deep learning. CoRR Yair Rivenson, Tairan Liu, Zhensong Wei, Yibo Zhang, Aydogan Ozcan
2018	J	`jnl`	Response to Comment on "All-optical machine learning using diffractive deep neural networks". CoRR Deniz Mengu, Yi Luo, Yair Rivenson, Xing Lin, Muhammed Veli, Aydogan Ozcan
2018	J	`jnl`	Toward a Thinking Microscope: Deep Learning in Optical Microscopy and Image Reconstruction. CoRR Yair Rivenson, Aydogan Ozcan
2017	J	`jnl`	Deep Learning Microscopy. CoRR Yair Rivenson, Zoltan Gorocs, Harun Gunaydin, Yibo Zhang, Hongda Wang, Aydogan Ozcan
2017	J	`jnl`	Deep learning enhanced mobile-phone microscopy. CoRR Yair Rivenson, Hatice Ceylan Koydemir, Hongda Wang, Zhensong Wei, Zhengshuang Ren, Harun Gunaydin, Yibo Zhang, Zoltan Gorocs, Kyle Liang, Derek Tseng, Aydogan Ozcan
2017	J	`jnl`	Phase recovery and holographic image reconstruction using deep learning in neural networks. CoRR Yair Rivenson, Yibo Zhang, Harun Gunaydin, Da Teng, Aydogan Ozcan
2017	—	`ch.`	Wearable Optical Sensors. Mobile Health - Sensors, Analytic Methods, and Applications Zachary S. Ballard, Aydogan Ozcan
2016	B	`conf`	Keynote speakers: Computational imaging: How much imaging - How much computation? ICCP Gerd Häusler, David A. Forsyth, Marc Walton, Francis Halzen, Aydogan Ozcan
2013	—	`conf`	Field-portable lensfree holographic color microscope for telemedicine applications. GHTC Alon Greenbaum, Najva Akbari, Alborz Feizi, Aydogan Ozcan
2013	—	`conf`	Giga-pixel imaging on a chip: High numerical aperture lensfree microscopy over a wide field-of-view. ISBI Wei Luo, Alon Greenbaum, Aydogan Ozcan
2012	J	`jnl`	BigFoot: Analysis, monitoring, tracking and sharing of bio-medical features of human appendages using consumer-grade home and office based imaging devices CoRR Sam Mavandadi, Steve Feng, Frank Yu, Richard Yu, Aydogan Ozcan
2012	—	`conf`	Smart rapid diagnostics test reader running on a cell-phone for real-time mapping of epidemics. mHealthSys@SenSys Onur Mudanyali, Swati Padmanabhan, Stoyan Dimitrov, Isa Navruz, Uzair Sikora, Aydogan Ozcan
2011	—	`conf`	Compact and Cost-Effective Lensless Telemedicine Microscopy for Global Health Applications. GHTC Onur Mudanyali, Derek Tseng, Serhan O. Isikman, Çetin Öztoprak, Ikbal Sencan, Waheb Bishara, Oguzhan Yaglidere, Aydogan Ozcan
2011	—	`conf`	Lensless fluorescent on-chip microscopy using a fiber-optic taper. EMBC Ahmet F. Coskun, Ikbal Sencan, Ting-Wei Su, Aydogan Ozcan
2011	—	`conf`	Optofluidic on-chip tomography. EMBC Serhan O. Isikman, Waheb Bishara, Hongying Zhu, Aydogan Ozcan
2011	—	`conf`	Portable and cost-effective pixel super-resolution on-chip microscope for telemedicine applications. EMBC Waheb Bishara, Uzair Sikora, Onur Mudanyali, Ting-Wei Su, Oguzhan Yaglidere, Shirley Luckhart, Aydogan Ozcan
2011	—	`conf`	Wide-field fluorescent microscopy on a cell-phone. EMBC Hongying Zhu, Oguzhan Yaglidere, Ting-Wei Su, Derek Tseng, Aydogan Ozcan