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Yijie Zhang
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Deep learning-based transformation of H&E stained tissues into special stains
K de Haan, Y Zhang, JE Zuckerman, T Liu, AE Sisk, MFP Diaz, KY Jen, ...
Nature communications 12 (1), 1-13, 2021
1522021
Digital synthesis of histological stains using micro-structured and multiplexed virtual staining of label-free tissue
Y Zhang, K de Haan, Y Rivenson, J Li, A Delis, A Ozcan
Light: Science & Applications 9 (1), 78, 2020
1122020
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
672023
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
632021
Sustainable electronics based on crop plant extracts and graphene: a “bioadvantaged” approach
P Cataldi, JA Heredia‐Guerrero, S Guzman‐Puyol, L Ceseracciu, ...
Advanced Sustainable Systems 2 (11), 1800069, 2018
372018
Label-free virtual HER2 immunohistochemical staining of breast tissue using deep learning
B DoanNgan, DM Angus, LH Sung
BME frontiers, 2022
302022
Neural network-based image reconstruction in swept-source optical coherence tomography using undersampled spectral data
Y Zhang, T Liu, M Singh, E Çetintaş, Y Luo, Y Rivenson, KV Larin, ...
Light: Science & Applications 10 (1), 155, 2021
272021
A camouflage device without metamaterials
F Sun, Y Zhang, J Evans, S He
Progress In Electromagnetics Research 165, 107-117, 2019
212019
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
172023
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
162022
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
132022
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
82023
Deep learning-based transformation of H&E stained tissues into special stains. Nat Commun 12: 4884
K de Haan, Y Zhang, JE Zuckerman, T Liu, AE Sisk, MFP Diaz, KY Jen, ...
62021
Virtual impactor-based label-free pollen detection using holography and deep learning
Y Luo, Y Zhang, T Liu, A Yu, Y Wu, A Ozcan
ACS sensors 7 (12), 3885-3894, 2022
32022
Virtual histological staining of unlabeled autopsy tissue
Y Li, N Pillar, J Li, T Liu, D Wu, S Sun, G Ma, K de Haan, L Huang, ...
Nature Communications 15 (1), 1684, 2024
22024
Deep learning-based transformation of the H&E stain into special stains
K de Haan, Y Zhang, JE Zuckerman, T Liu, AE Sisk, MFP Diaz, KY Jen, ...
arXiv preprint arXiv:2008.08871, 2020
22020
Multiplexed and micro-structured virtual staining of unlabeled tissue using deep learning
K de Haan, Y Zhang, Y Rivenson, J Li, A Delis, A Ozcan
Emerging Topics in Artificial Intelligence 2020 11469, 114690D, 2020
12020
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