Topic

deep learning

4 publications

Journal ArticleMar 19, 2026CGH

INTELCAPE: A Deep Learning-Powered System for Automated, High-Accuracy Crohn's Disease Diagnosis via Capsule Endoscopy

De-Jun Fan^†, Yize Mao^†, Feng Liang^†, Zheng Liu^†, Huayu Li^†, Jian Tang, Yanan Liu, Mingjie Wang, Yuting Qian, Jie Chen, Neng Wang, Tao Yang, Shuangyi Tan, Guanbin Li^*, Feng Gao^*, Jiancong Hu^*, Xiaojian Wu^*

Code Source document DOI

PreprintMar 10, 2026medRxiv

CT4CMS: Preoperative Computed Tomography-Based Consensus Molecular Subtyping Prediction in Colorectal Cancer Using Interpretable Deep Learning

Xianrui Zhang^†, Xiuping Nie^†, Tan Wu, Du Cai, Hua Xue, Lin Qi, Yijuan Wang, Yi Cao, Lingli He, Yinghan Zhang, Yuanyao Cheng, Haotian Wang, Xiaoyu Wang, Enyu Li, Yue Dong^*, Feng Gao^*, Xin Wang^*

DOI

Journal ArticleMar 1, 2025TVC

HADiff: hierarchy aggregated diffusion model for pathology image segmentation

Xuefeng Zhang, Bin Yan, Zhaohu Xing, Feng Gao, Yuandong Tao, Zhenyan Han, Weiming Wang^*, Lei Zhu^*

Code DOI

Research

DeepCC

Molecular classifications can change with the expression platform or missing genes. DeepCC converts expression into biological pathway profiles to classify established cancer subtypes across platforms and in individual samples.