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Tairan Liu
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Year
PhaseStain: the digital staining of label-free quantitative phase microscopy images using deep learning
Y Rivenson, T Liu, Z Wei, Y Zhang, K de Haan, A Ozcan
Light: Science & Applications 8 (1), 23, 2019
3342019
Deep learning-based super-resolution in coherent imaging systems
T Liu, K De Haan, Y Rivenson, Z Wei, X Zeng, Y Zhang, A Ozcan
Scientific reports 9 (1), 3926, 2019
1452019
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
1442021
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
642018
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
572021
Deep learning‐based color holographic microscopy
T Liu, Z Wei, Y Rivenson, K de Haan, Y Zhang, Y Wu, A Ozcan
Journal of biophotonics 12 (11), e201900107, 2019
492019
Fourier Imager Network (FIN): A deep neural network for hologram reconstruction with superior external generalization
H Chen, L Huang, T Liu, A Ozcan
Light: Science & Applications 11 (1), 254, 2022
482022
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
Holographic image reconstruction with phase recovery and autofocusing using recurrent neural networks
L Huang, T Liu, X Yang, Y Luo, Y Rivenson, A Ozcan
ACS Photonics 8 (6), 1763-1774, 2021
382021
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
282019
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
Self-supervised learning of hologram reconstruction using physics consistency
L Huang, H Chen, T Liu, A Ozcan
Nature Machine Intelligence 5 (8), 895-907, 2023
14*2023
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
Few-shot transfer learning for holographic image reconstruction using a recurrent neural network
L Huang, X Yang, T Liu, A Ozcan
APL Photonics 7 (7), 2022
132022
Accurate color imaging of pathology slides using holography and absorbance spectrum estimation of histochemical stains
Y Zhang, T Liu, Y Huang, D Teng, Y Bian, Y Wu, Y Rivenson, A Feizi, ...
Journal of biophotonics 12 (3), e201800335, 2019
132019
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
122023
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
eFIN: enhanced Fourier imager network for generalizable autofocusing and pixel super-resolution in holographic imaging
H Chen, L Huang, T Liu, A Ozcan
IEEE Journal of Selected Topics in Quantum Electronics 29 (4: Biophotonics …, 2023
102023
PhaseStain: the digital staining of label-free quantitative phase microscopy images using deep learning. Light Sci. Appl. 8, 23
Y Rivenson, T Liu, Z Wei, Y Zhang, K Haan, A Ozcan
102019
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Articles 1–20