DynSegNet:Dynamic Architecture Adjustment for Adversarial Learning in Segmenting Hemorrhagic Lesions from Fundus Images. - Zesheng Li; Minwen Liao; Haoran Chen; Yan Su; Chengchang Pan; Honggang Qi (CoRR, 2025)

RetinaRegen: A Hybrid Model for Readability and Detail Restoration in Fundus Images. - Yuhan Tang; Yudian Wang; Weizhen Li; Ye Yue; Chengchang Pan; Honggang Qi (CoRR, 2025)

A Residual Multi-task Network for Joint Classification and Regression in Medical Imaging. - Junji Lin; Yi Zhang; Yunyue Pan; Yuli Chen; Chengchang Pan; Honggang Qi (CoRR, 2025)

RURANET++: An Unsupervised Learning Method for Diabetic Macular Edema Based on SCSE Attention Mechanisms and Dynamic Multi-Projection Head Clustering. - Wei Yang; Yiran Zhu; Jiayu Shen; Yuhan Tang; Chengchang Pan; Hui He; Yan Su; Honggang Qi (CoRR, 2025)

RURA-Net: A general disease diagnosis method based on Zero-Shot Learning. - Yan Su; Qiulin Wu; Weizhen Li; Chengchang Pan; Honggang Qi (CoRR, 2025)

STG: Spatiotemporal Graph Neural Network with Fusion and Spatiotemporal Decoupling Learning for Prognostic Prediction of Colorectal Cancer Liver Metastasis. - Yiran Zhu; Wei Yang; Yan Su; Zesheng Li; Chengchang Pan; Honggang Qi (CoRR, 2025)

HER2 Expression Prediction with Flexible Multi-Modal Inputs via Dynamic Bidirectional Reconstruction. - Jie Qin; Wei Yang; Yan Su; Yiran Zhu; Weizhen Li; Yunyue Pan; Chengchang Pan; Honggang Qi (CoRR, 2025)