Yufan He

TransMorph: Transformer for unsupervised medical image registration

Junyu Chen, Eric C. Frey, Yufan He et al. · Medical Image Analysis · 2022 · 630 citations · Full text

Machine Vision, Image Analysis, Medical Imaging +9

ViT-V-Net: Vision Transformer for Unsupervised Volumetric Medical Image Registration

Junyu Chen, Yufan He, Eric C. Frey et al. · arXiv (Cornell University) · 2021 · 138 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +18

Structured layer surface segmentation for retina OCT using fully convolutional regression networks

Yufan He, Aaron Carass, Yihao Liu et al. · Medical Image Analysis · 2020 · 100 citations · Full text

Geometric Modeling, Convolutional Regression Networks, Convolutional Neural Network +10

Unsupervised MR harmonization by learning disentangled representations using information bottleneck theory

Lianrui Zuo, Blake E. Dewey, Yihao Liu et al. · NeuroImage · 2021 · 99 citations · Full text

DiNTS: Differentiable Neural Network Topology Search for 3D Medical Image Segmentation

Yufan He, Dong Yang, Holger R. Roth et al. · 2021 · 95 citations

Convolutional Neural Network, Medical Image Segmentation, Engineering +22