Deep learning-enabled virtual histological staining of biological samples
Bai, Bijie, Yang, Xilin, Li, Yuzhu, Zhang, Yijie, Pillar, Nir, Ozcan, Aydogan
Published in Light, science & applications (03.03.2023)
Published in Light, science & applications (03.03.2023)
Get full text
Journal Article
Early detection and classification of live bacteria using time-lapse coherent imaging and deep learning
Wang, Hongda, Ceylan Koydemir, Hatice, Qiu, Yunzhe, Bai, Bijie, Zhang, Yibo, Jin, Yiyin, Tok, Sabiha, Yilmaz, Enis Cagatay, Gumustekin, Esin, Rivenson, Yair, Ozcan, Aydogan
Published in Light, science & applications (10.07.2020)
Published in Light, science & applications (10.07.2020)
Get full text
Journal Article
Biopsy-free in vivo virtual histology of skin using deep learning
Li, Jingxi, Garfinkel, Jason, Zhang, Xiaoran, Wu, Di, Zhang, Yijie, de Haan, Kevin, Wang, Hongda, Liu, Tairan, Bai, Bijie, Rivenson, Yair, Rubinstein, Gennady, Scumpia, Philip O., Ozcan, Aydogan
Published in Light, science & applications (18.11.2021)
Published in Light, science & applications (18.11.2021)
Get full text
Journal Article
Universal linear intensity transformations using spatially incoherent diffractive processors
Rahman, Md Sadman Sakib, Yang, Xilin, Li, Jingxi, Bai, Bijie, Ozcan, Aydogan
Published in Light, science & applications (15.08.2023)
Published in Light, science & applications (15.08.2023)
Get full text
Journal Article
Pyramid diffractive optical networks for unidirectional image magnification and demagnification
Bai, Bijie, Yang, Xilin, Gan, Tianyi, Li, Jingxi, Mengu, Deniz, Jarrahi, Mona, Ozcan, Aydogan
Published in Light, science & applications (31.07.2024)
Published in Light, science & applications (31.07.2024)
Get full text
Journal Article
Virtual birefringence imaging and histological staining of amyloid deposits in label-free tissue using autofluorescence microscopy and deep learning
Yang, Xilin, Bai, Bijie, Zhang, Yijie, Aydin, Musa, Li, Yuzhu, Selcuk, Sahan Yoruc, Casteleiro Costa, Paloma, Guo, Zhen, Fishbein, Gregory A., Atlan, Karine, Wallace, William Dean, Pillar, Nir, Ozcan, Aydogan
Published in Nature communications (12.09.2024)
Published in Nature communications (12.09.2024)
Get full text
Journal Article
Broadband nonlinear modulation of incoherent light using a transparent optoelectronic neuron array
Zhang, Dehui, Xu, Dong, Li, Yuhang, Luo, Yi, Hu, Jingtian, Zhou, Jingxuan, Zhang, Yucheng, Zhou, Boxuan, Wang, Peiqi, Li, Xurong, Bai, Bijie, Ren, Huaying, Wang, Laiyuan, Zhang, Ao, Jarrahi, Mona, Huang, Yu, Ozcan, Aydogan, Duan, Xiangfeng
Published in Nature communications (18.03.2024)
Published in Nature communications (18.03.2024)
Get full text
Journal Article
Deep Learning-Based Holographic Polarization Microscopy
Liu, Tairan, de Haan, Kevin, Bai, Bijie, Rivenson, Yair, Luo, Yi, Wang, Hongda, Karalli, David, Fu, Hongxiang, Zhang, Yibo, FitzGerald, John, Ozcan, Aydogan
Published in ACS photonics (18.11.2020)
Published in ACS photonics (18.11.2020)
Get full text
Journal Article
Label-Free Virtual HER2 Immunohistochemical Staining of Breast Tissue using Deep Learning
Bai, Bijie, Wang, Hongda, Li, Yuzhu, de Haan, Kevin, Colonnese, Francesco, Wan, Yujie, Zuo, Jingyi, Doan, Ngan B, Zhang, Xiaoran, Zhang, Yijie, Li, Jingxi, Yang, Xilin, Dong, Wenjie, Darrow, Morgan Angus, Kamangar, Elham, Lee, Han Sung, Rivenson, Yair, Ozcan, Aydogan
Published in BME frontiers (01.01.2022)
Published in BME frontiers (01.01.2022)
Get full text
Journal Article
Automated HER2 Scoring in Breast Cancer Images Using Deep Learning and Pyramid Sampling
Selcuk, Sahan Yoruc, Yang, Xilin, Bai, Bijie, Zhang, Yijie, Li, Yuzhu, Aydin, Musa, Unal, Aras Firat, Gomatam, Aditya, Guo, Zhen, Angus, Darrow Morgan, Kolodney, Goren, Atlan, Karine, Haran, Tal Keidar, Pillar, Nir, Ozcan, Aydogan
Published in BME frontiers (2024)
Published in BME frontiers (2024)
Get full text
Journal Article
Virtual Staining of Defocused Autofluorescence Images of Unlabeled Tissue Using Deep Neural Networks
Zhang, Yijie, Huang, Luzhe, Liu, Tairan, Cheng, Keyi, de Haan, Kevin, Li, Yuzhu, Bai, Bijie, Ozcan, Aydogan
Published in Intelligent computing (01.01.2022)
Published in Intelligent computing (01.01.2022)
Get full text
Journal Article
Calcium pyrophosphate crystal size and characteristics
Zell, Monica, Aung, Thanda, Kaldas, Marian, Rosenthal, Ann K., Bai, Bijie, Liu, Tairan, Ozcan, Aydogan, FitzGerald, John D.
Published in Osteoarthritis and cartilage open (01.03.2021)
Published in Osteoarthritis and cartilage open (01.03.2021)
Get full text
Journal Article
Analysis of Diffractive Neural Networks for Seeing Through Random Diffusers
Li, Yuhang, Luo, Yi, Bai, Bijie, Ozcan, Aydogan
Published in IEEE journal of selected topics in quantum electronics (01.03.2023)
Published in IEEE journal of selected topics in quantum electronics (01.03.2023)
Get full text
Journal Article
Data‐Class‐Specific All‐Optical Transformations and Encryption
Bai, Bijie, Wei, Heming, Yang, Xilin, Gan, Tianyi, Mengu, Deniz, Jarrahi, Mona, Ozcan, Aydogan
Published in Advanced materials (Weinheim) (01.08.2023)
Published in Advanced materials (Weinheim) (01.08.2023)
Get full text
Journal Article
Massively parallel universal linear transformations using a wavelength-multiplexed diffractive optical network
Li, Jingxi, Gan, Tianyi, Bai, Bijie, Luo, Yi, Jarrahi, Mona, Ozcan, Aydogan
Published in Advanced photonics (01.01.2023)
Published in Advanced photonics (01.01.2023)
Get full text
Journal Article
Pathological crystal imaging with single‐shot computational polarized light microscopy
Bai, Bijie, Wang, Hongda, Liu, Tairan, Rivenson, Yair, FitzGerald, John, Ozcan, Aydogan
Published in Journal of biophotonics (01.01.2020)
Published in Journal of biophotonics (01.01.2020)
Get full text
Journal Article
To image, or not to image: class-specific diffractive cameras with all-optical erasure of undesired objects
Bai, Bijie, Luo, Yi, Gan, Tianyi, Hu, Jingtian, Li, Yuhang, Zhao, Yifan, Mengu, Deniz, Jarrahi, Mona, Ozcan, Aydogan
Published in eLight (15.08.2022)
Published in eLight (15.08.2022)
Get full text
Journal Article
Virtual Stain Transfer in Histology via Cascaded Deep Neural Networks
Yang, Xilin, Bai, Bijie, Zhang, Yijie, Li, Yuzhu, de Haan, Kevin, Liu, Tairan, Ozcan, Aydogan
Published in ACS photonics (21.09.2022)
Published in ACS photonics (21.09.2022)
Get full text
Journal Article