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Shiyi Cheng
Shiyi Cheng
Boston University, Apple
Verified email at bu.edu
Title
Cited by
Cited by
Year
Reliable deep-learning-based phase imaging with uncertainty quantification
Y Xue, S Cheng, Y Li, L Tian
Optica 6 (5), 618-629, 2019
1892019
Single-cell cytometry via multiplexed fluorescence prediction by label-free reflectance microscopy
S Cheng, S Fu, YM Kim, W Song, Y Li, Y Xue, J Yi, L Tian
Science Advances 7 (3), 2021
672021
Displacement-agnostic coherent imaging through scatter with an interpretable deep neural network
Y Li, S Cheng, Y Xue, L Tian
Optics Express 29 (2), 2244-2257, 2021
442021
Deep spectral learning for label-free optical imaging oximetry with uncertainty quantification
R Liu, S Cheng, L Tian, J Yi
Light: Science & Applications 8 (1), 102, 2019
282019
Model and learning-based computational 3D phase microscopy with intensity diffraction tomography
A Matlock, Y Xue, Y Li, S Cheng, W Tahir, L Tian
2020 28th European Signal Processing Conference (EUSIPCO), 760-764, 2021
32021
Enhanced Multiscale Human Brain Imaging by Semi-supervised Digital Staining and Serial Sectioning Optical Coherence Tomography
S Cheng, S Chang, Y Li, A Novoseltseva, S Lin, Y Wu, J Zhu, AC McKee, ...
Research Square, 2024
12024
Deep-learning-enabled virtual immunofluorescence staining based on reflectance microscopy
S Cheng, S Fu, YM Kim, J Yi, L Tian
2020 IEEE Photonics Conference (IPC), 1-2, 2020
12020
Augmenting Label-Free Imaging Modalities With Deep Learning Based Digital Staining
S Cheng
Boston University, 2023
2023
Multiplexed cytometry by deep virtual staining from multi-contrast microscopy
S Cheng, S Fu, YM Kim, W Song, Y Li, Y Xue, J Yi, L Tian
Emerging Topics in Artificial Intelligence (ETAI) 2021 11804, 118041D, 2021
2021
Interpretable deep learning for imaging through scattering medium
Y Li, S Cheng, Y Xue, L Tian
Emerging Topics in Artificial Intelligence (ETAI) 2021 11804, 118041O, 2021
2021
Deep-learning augmented reflectance microscopy for label-free multiplexed cytometry
S Cheng, S Fu, YM Kim, W Song, Y Li, Y Xue, J Yi, L Tian
CLEO: Applications and Technology, ATu4L. 3, 2021
2021
Reliable deep-learning-based phase imaging with uncertainty quantification: supplementary material
Y Xue, S Cheng, Y Li, L Tian
2021
Multiplexed virtual fluorescence labeling from multi-contrast microscopy by deep learning
S Cheng, S Fu, YM Kim, J Yi, L Tian
High-Speed Biomedical Imaging and Spectroscopy VI 11654, 1165414, 2021
2021
Virtual immunofluorescence staining from reflectance microscopy by deep learning
S Cheng, S Fu, YM Kim, J Yi, L Tian
Frontiers in Optics, FTu2B. 3, 2020
2020
Coherent imaging through scatter using an interpretable deep neural network
Y Li, S Cheng, Y Xue, L Tian
Frontiers in Optics, FM7D. 6, 2020
2020
Imaging through diffusers with extended depth-of-field using a deep neural network
Y Li, S Cheng, Y Xue, L Tian
Imaging Systems and Applications, ITh3E. 2, 2020
2020
Deep-learning-based computational biomedical microscopy with uncertainty quantification
L Tian, Y Xue, S Cheng, Y Li, Y Ji
CLEO: Applications and Technology, AW3T. 1, 2020
2020
Reliable deep-learning-based phase imaging with uncertainty quantification: erratum
Y Xue, S Cheng, Y Li, L Tian
Optica 7 (4), 332-332, 2020
2020
Predicting immunofluorescence images from reflectance microscopy via deep learning
S Cheng, S Fu, YM Kim, J Yi, L Tian
Microscopy Histopathology and Analytics, MTu2A. 5, 2020
2020
Towards reliable deep learning based phase microscopy (Conference Presentation)
Y Xue, S Cheng, Y Li, L Tian
High-Speed Biomedical Imaging and Spectroscopy V 11250, 1125015, 2020
2020
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