Tairan Liu

PhaseStain: the digital staining of label-free quantitative phase microscopy images using deep learning

Yair Rivenson, Tairan Liu, Zhensong Wei et al. · Light Science & Applications · 2019 · 401 citations · Full text

Deep learning-based transformation of H&E stained tissues into special stains

Kevin de Haan, Yijie Zhang, Jonathan E. Zuckerman et al. · Nature Communications · 2021 · 274 citations · Full text

Biopsy-free in vivo virtual histology of skin using deep learning

Jingxi Li, Jason Garfinkel, Xiaoran Zhang et al. · Light Science & Applications · 2021 · 104 citations · Full text

Fourier Imager Network (FIN): A deep neural network for hologram reconstruction with superior external generalization

Hanlong Chen, Luzhe Huang, Tairan Liu et al. · Light Science & Applications · 2022 · 90 citations · Full text

Self-supervised learning of hologram reconstruction using physics consistency

Luzhe Huang, Hanlong Chen, Tairan Liu et al. · Nature Machine Intelligence · 2023 · 78 citations · Full text

Holography, Image Reconstruction, Convolutional Neural Network +25