Wentai Hou

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 6

Top Topics

Convolutional Network

Survival Prediction

Multiple Instance Learning

Top Venues

IEEE J. Biomed. Health Informatics

Medical Image Anal.

IEEE Trans. Medical Imaging

Publications

Wentai Hou, Yan He, Bingjian Yao, Lequan Yu, Rongshan Yu, Feng Gao, Liansheng Wang
Multi-scope Analysis Driven Hierarchical Graph Transformer for Whole Slide Image Based Cancer Survival Prediction. MICCAI (6) (2023)
Wentai Hou, Chengxuan Lin, Lequan Yu, Jing Qin, Rongshan Yu, Liansheng Wang
Hybrid Graph Convolutional Network With Online Masked Autoencoder for Robust Multimodal Cancer Survival Prediction. IEEE Trans. Medical Imaging 42 (8) (2023)
Wentai Hou, Lequan Yu, Chengxuan Lin, Helong Huang, Rongshan Yu, Jing Qin, Liansheng Wang
H^2-MIL: Exploring Hierarchical Representation with Heterogeneous Multiple Instance Learning for Whole Slide Image Analysis. AAAI (2022)
Zhenyu Lin, Wenjie Cai, Wentai Hou, Yayuan Chen, Bingzong Gao, Runzhi Mao, Liansheng Wang, Zirong Li
CT-Guided Survival Prediction of Esophageal Cancer. IEEE J. Biomed. Health Informatics 26 (6) (2022)
Wentai Hou, Helong Huang, Qiong Peng, Rongshan Yu, Lequan Yu, Liansheng Wang
Spatial-Hierarchical Graph Neural Network with Dynamic Structure Learning for Histological Image Classification. MICCAI (2) (2022)
Wentai Hou, Liansheng Wang, Shuntian Cai, Zhenyu Lin, Rongshan Yu, Jing Qin
Early neoplasia identification in Barrett's esophagus via attentive hierarchical aggregation and self-distillation. Medical Image Anal. 72 (2021)