Jiansong Zhang

According to our database, Jiansong Zhang authored at least 11 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Maximizing Incremental Information Entropy for Contrastive Learning.

Jiansong Zhang, Zhuoqin Yang, Xu Wu, Xiaoling Luo, Peizhong Liu, Linlin Shen

CoRR, March, 2026

SDC-Net: Semi-supervised breast ultrasound lesion segmentation via semantic decoupling.

Jiansong Zhang, Zhuoqin Yang, Xiaoling Luo, Shaozheng He, Linlin Shen

Pattern Recognit., 2026

2025

Benchmarking Supervised and Self-Supervised Learning Methods in a Large Ultrasound Muti-Task Images Dataset.

Peizhong Liu, Jiansong Zhang, Xiuming Wu, Shunlan Liu, Yanli Wang, Longxiang Feng, Yong Diao, Zhonghua Liu, Guorong Lyu, Yongjian Chen

IEEE J. Biomed. Health Informatics, December, 2025

MedKAN: An Advanced Kolmogorov-Arnold Network for Medical Image Classification.

Zhuoqin Yang, Jiansong Zhang, Xiaoling Luo, Zheng Lu, Linlin Shen

CoRR, February, 2025

Adaptive batch-fusion self-supervised learning for ultrasound image pretraining.

Jiansong Zhang, Xiuming Wu, Shunlan Liu, Yuling Fan, Yongjian Chen, Guorong Lyu, Peizhong Liu, Zhonghua Liu, Shaozheng He

Comput. Medical Imaging Graph., 2025

FNBUI-NET: A multi-task model for fetal nasal bone ultrasound image defect detection and classification.

Yapeng Li, Zhonghua Liu, Jiansong Zhang, Pan Zeng, Yuling Fan, Longxiang Feng, Peizhong Liu, Guorong Lyu, Xiuming Wu

Biomed. Signal Process. Control., 2025

2024

Activation Space Selectable Kolmogorov-Arnold Networks.

Zhuoqin Yang, Jiansong Zhang, Xiaoling Luo, Zheng Lu, Linlin Shen

CoRR, 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, Zhonghua Liu, Yuling Fan, Lan Zheng, Peizhong Liu, Haisheng Song, Guorong Lyu

Comput. Medical Imaging Graph., 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, Yapeng Li, Tiantian Yang, Yuling Fan, Peizhong Liu, Pengming Sun, Fang Huang

Biomed. Signal Process. Control., 2024

A New Dataset and Baseline Model for Rectal Cancer Risk Assessment in Endoscopic Ultrasound Videos.

Jiansong Zhang, Shengnan Wu, Peizhong Liu, Linlin Shen

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

2023

From Pretext to Purpose: Batch-Adaptive Self-Supervised Learning.

Jiansong Zhang, Peizhong Liu

CoRR, 2023