Jinzheng Cai

Pathologist-level interpretable whole-slide cancer diagnosis with deep learning

Zizhao Zhang, Pingjun Chen, Mason McGough et al. · Nature Machine Intelligence · 2019 · 308 citations

Engineering, Machine Learning, Whole-slide Imaging +7

Uncertainty-aware multi-view co-training for semi-supervised medical image segmentation and domain adaptation

Yingda Xia, Dong Yang, Zhiding Yu et al. · Medical Image Analysis · 2020 · 255 citations · Full text

Engineering, Machine Learning, Image Analysis +17

3D Semi-Supervised Learning with Uncertainty-Aware Multi-View Co-Training

Yingda Xia, Fengze Liu, Dong Yang et al. · 2020 · 165 citations

Geometric Learning, Engineering, Machine Learning +20

Improving Deep Pancreas Segmentation in CT and MRI Images via Recurrent Neural Contextual Learning and Direct Loss Function

Jinzheng Cai, Le Lü, Yuanpu Xie et al. · arXiv (Cornell University) · 2017 · 130 citations · Full text

Convolutional Neural Network, Medical Image Segmentation, Engineering +24

Pancreas Segmentation in MRI Using Graph-Based Decision Fusion on Convolutional Neural Networks

Jinzheng Cai, Le Lü, Zizhao Zhang et al. · Lecture notes in computer science · 2016 · 107 citations · Full text

Image Analysis, Engineering, Medical Imaging +11