From Pretext to Purpose: Batch-Adaptive Self-Supervised Learning. - Jiansong Zhang 005; Peizhong Liu (CoRR, 2023)

A New Dataset and Baseline Model for Rectal Cancer Risk Assessment in Endoscopic Ultrasound Videos. - Jiansong Zhang 005; Shengnan Wu; Peizhong Liu; Linlin Shen (MICCAI (3), 2024)

ECMS-NET:A multi-task model for early endometrial cancer MRI sequences classification and segmentation of key tumor structures. - Longxiang Feng; Chunxia Chen; Lin Wang; Jiansong Zhang 005; Yapeng Li; Tiantian Yang; Yuling Fan; Peizhong Liu; Pengming Sun; Fang Huang (Biomed. Signal Process. Control., 2024)

SEG-LUS: A novel ultrasound segmentation method for liver and its accessory structures based on muti-head self-attention. - Lei Zhang; Xiuming Wu; Jiansong Zhang 005; Zhonghua Liu; Yuling Fan; Lan Zheng; Peizhong Liu; Haisheng Song; Guorong Lyu (Comput. Medical Imaging Graph., 2024)

Activation Space Selectable Kolmogorov-Arnold Networks. - Zhuoqin Yang; Jiansong Zhang 005; Xiaoling Luo 001; Zheng Lu; Linlin Shen (CoRR, 2024)

FNBUI-NET: A multi-task model for fetal nasal bone ultrasound image defect detection and classification. - Yapeng Li; Zhonghua Liu; Jiansong Zhang 005; Pan Zeng; Yuling Fan; Longxiang Feng; Peizhong Liu; Guorong Lyu; Xiuming Wu (Biomed. Signal Process. Control., 2025)

Adaptive batch-fusion self-supervised learning for ultrasound image pretraining. - Jiansong Zhang 005; Xiuming Wu; Shunlan Liu; Yuling Fan; Yongjian Chen; Guorong Lyu; Peizhong Liu; Zhonghua Liu; Shaozheng He (Comput. Medical Imaging Graph., 2025)

MedKAN: An Advanced Kolmogorov-Arnold Network for Medical Image Classification. - Zhuoqin Yang; Jiansong Zhang 005; Xiaoling Luo 001; Zheng Lu; Linlin Shen (CoRR, 2025)