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Bijie Bai
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Early detection and classification of live bacteria using time-lapse coherent imaging and deep learning
H Wang, H Ceylan Koydemir, Y Qiu, B Bai, Y Zhang, Y Jin, S Tok, ...
Light: Science & Applications 9 (1), 118, 2020
1172020
Deep learning-enabled virtual histological staining of biological samples
B Bai, X Yang, Y Li, Y Zhang, N Pillar, A Ozcan
Light: Science & Applications 12 (1), 57, 2023
652023
Motility-based label-free detection of parasites in bodily fluids using holographic speckle analysis and deep learning
Y Zhang, H Ceylan Koydemir, MM Shimogawa, S Yalcin, A Guziak, T Liu, ...
Light: Science & Applications 7 (1), 108, 2018
652018
Biopsy-free in vivo virtual histology of skin using deep learning
J Li, J Garfinkel, X Zhang, D Wu, Y Zhang, K De Haan, H Wang, T Liu, ...
Light: Science & Applications 10 (1), 233, 2021
602021
Deep learning-based holographic polarization microscopy
T Liu, K de Haan, B Bai, Y Rivenson, Y Luo, H Wang, D Karalli, H Fu, ...
ACS photonics 7 (11), 3023-3034, 2020
482020
To image, or not to image: class-specific diffractive cameras with all-optical erasure of undesired objects
B Bai, Y Luo, T Gan, J Hu, Y Li, Y Zhao, D Mengu, M Jarrahi, A Ozcan
eLight 2 (1), 14, 2022
442022
Massively parallel universal linear transformations using a wavelength-multiplexed diffractive optical network
J Li, T Gan, B Bai, Y Luo, M Jarrahi, A Ozcan
Advanced Photonics 5 (1), 016003-016003, 2023
342023
Pathological crystal imaging with single‐shot computational polarized light microscopy
B Bai, H Wang, T Liu, Y Rivenson, J FitzGerald, A Ozcan
Journal of biophotonics 13 (1), e201960036, 2020
302020
Computational cytometer based on magnetically modulated coherent imaging and deep learning
Y Zhang, M Ouyang, A Ray, T Liu, J Kong, B Bai, D Kim, A Guziak, Y Luo, ...
Light: Science & Applications 8 (1), 91, 2019
292019
Label-free virtual HER2 immunohistochemical staining of breast tissue using deep learning
B Bai, H Wang, Y Li, K de Haan, F Colonnese, Y Wan, J Zuo, NB Doan, ...
BME Frontiers, 2022
282022
Universal linear intensity transformations using spatially incoherent diffractive processors
MSS Rahman, X Yang, J Li, B Bai, A Ozcan
Light: Science & Applications 12 (1), 195, 2023
192023
All-optical image classification through unknown random diffusers using a single-pixel diffractive network
B Bai, Y Li, Y Luo, X Li, E Çetintaş, M Jarrahi, A Ozcan
Light: Science & Applications 12 (1), 69, 2023
182023
Data‐Class‐Specific All‐Optical Transformations and Encryption
B Bai, H Wei, X Yang, T Gan, D Mengu, M Jarrahi, A Ozcan
Advanced Materials 35 (31), 2212091, 2023
172023
Unidirectional imaging using deep learning–designed materials
J Li, T Gan, Y Zhao, B Bai, CY Shen, S Sun, M Jarrahi, A Ozcan
Science Advances 9 (17), eadg1505, 2023
162023
Artificial intelligence-enabled quantitative phase imaging methods for life sciences
J Park, B Bai, DH Ryu, T Liu, C Lee, Y Luo, MJ Lee, L Huang, J Shin, ...
Nature Methods 20 (11), 1645-1660, 2023
142023
Virtual stain transfer in histology via cascaded deep neural networks
X Yang, B Bai, Y Zhang, Y Li, K de Haan, T Liu, A Ozcan
ACS Photonics 9 (9), 3134-3143, 2022
142022
Quantitative phase imaging (QPI) through random diffusers using a diffractive optical network
Y Li, Y Luo, D Mengu, B Bai, A Ozcan
arXiv preprint arXiv:2301.07908, 2023
132023
Virtual staining of defocused autofluorescence images of unlabeled tissue using deep neural networks
Y Zhang, L Huang, T Liu, K Cheng, K de Haan, Y Li, B Bai, A Ozcan
Intelligent Computing, 2022
122022
Analysis of diffractive neural networks for seeing through random diffusers
Y Li, Y Luo, B Bai, A Ozcan
IEEE Journal of Selected Topics in Quantum Electronics 29 (2: Optical …, 2022
92022
Rapid and stain-free quantification of viral plaque via lens-free holography and deep learning
T Liu, Y Li, HC Koydemir, Y Zhang, E Yang, M Eryilmaz, H Wang, J Li, ...
Nature Biomedical Engineering 7 (8), 1040-1052, 2023
72023
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