Joint Learning of 3D Lesion Segmentation and Classification for Explainable COVID-19 Diagnosis. - Xiaofei Wang 004; Lai Jiang; Liu Li; Mai Xu; Xin Deng 002; Lisong Dai; Xiangyang Xu; Tianyi Li 004; Yichen Guo; Zulin Wang; Pier Luigi Dragotti (IEEE Trans. Medical Imaging, 2021)

UniBrain: Universal Brain MRI Diagnosis with Hierarchical Knowledge-enhanced Pre-training. - Jiayu Lei; Lisong Dai; Haoyun Jiang; Chaoyi Wu; Xiaoman Zhang; Yao Zhang 010; Jiangchao Yao; Weidi Xie; Yanyong Zhang; Yuehua Li; Ya Zhang 002; Yanfeng Wang 001 (CoRR, 2023)

MD-IQA : Learning Multi-Scale Distributed Image Quality Assessment with Semi Supervised Learning for Low Dose CT. - Tao Song; Ruizhi Hou; Lisong Dai; Lei Xiang (ISBI, 2024)

AutoRG-Brain: Grounded Report Generation for Brain MRI. - Jiayu Lei; Xiaoman Zhang; Chaoyi Wu; Lisong Dai; Ya Zhang 002; Yanyong Zhang; Yanfeng Wang 001; Weidi Xie; Yuehua Li (CoRR, 2024)

Can Modern LLMs Act as Agent Cores in Radiology Environments? - Qiaoyu Zheng; Chaoyi Wu; Pengcheng Qiu; Lisong Dai; Ya Zhang 002; Yanfeng Wang 001; Weidi Xie (CoRR, 2024)

UniBrain: Universal Brain MRI diagnosis with hierarchical knowledge-enhanced pre-training. - Jiayu Lei; Lisong Dai; Haoyun Jiang; Chaoyi Wu; Xiaoman Zhang; Yao Zhang 010; Jiangchao Yao; Weidi Xie; Yan-Ning Zhang 001; Yuehua Li; Ya Zhang 002; Yanfeng Wang 001 (Comput. Medical Imaging Graph., 2025)

MEDMKG: Benchmarking Medical Knowledge Exploitation with Multimodal Knowledge Graph. - Xiaochen Wang 002; Yuan Zhong 002; Lingwei Zhang; Lisong Dai; Ting Wang 006; Fenglong Ma (CoRR, 2025)

Rethinking Whole-Body CT Image Interpretation: An Abnormality-Centric Approach. - Ziheng Zhao; Lisong Dai; Ya Zhang 002; Yanfeng Wang 001; Weidi Xie (CoRR, 2025)