Jiansong Zhang

11 papers Journal 10Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Maximizing Incremental Information Entropy for Contrastive Learning.
CoRR
Jiansong Zhang, Zhuoqin Yang, Xu Wu, Xiaoling Luo, Peizhong Liu, Linlin Shen
2026 J jnl
SDC-Net: Semi-supervised breast ultrasound lesion segmentation via semantic decoupling.
Pattern Recognit.
Jiansong Zhang, Zhuoqin Yang, Xiaoling Luo, Shaozheng He, Linlin Shen
2025 J jnl
Adaptive batch-fusion self-supervised learning for ultrasound image pretraining.
Comput. Medical Imaging Graph.
Jiansong Zhang, Xiuming Wu, Shunlan Liu, Yuling Fan, Yongjian Chen, Guorong Lyu, Peizhong Liu, Zhonghua Liu, Shaozheng He
2025 J jnl
Benchmarking Supervised and Self-Supervised Learning Methods in a Large Ultrasound Muti-Task Images Dataset.
IEEE J. Biomed. Health Informatics
Peizhong Liu, Jiansong Zhang, Xiuming Wu, Shunlan Liu, Yanli Wang, Longxiang Feng, Yong Diao, Zhonghua Liu, Guorong Lyu, Yongjian Chen
2025 J jnl
FNBUI-NET: A multi-task model for fetal nasal bone ultrasound image defect detection and classification.
Biomed. Signal Process. Control.
Yapeng Li, Zhonghua Liu, Jiansong Zhang, Pan Zeng, Yuling Fan, Longxiang Feng, Peizhong Liu, Guorong Lyu, Xiuming Wu
2025 J jnl
MedKAN: An Advanced Kolmogorov-Arnold Network for Medical Image Classification.
CoRR
Zhuoqin Yang, Jiansong Zhang, Xiaoling Luo, Zheng Lu, Linlin Shen
2024 — conf
A New Dataset and Baseline Model for Rectal Cancer Risk Assessment in Endoscopic Ultrasound Videos.
MICCAI (3)
Jiansong Zhang, Shengnan Wu, Peizhong Liu, Linlin Shen
2024 J jnl
Activation Space Selectable Kolmogorov-Arnold Networks.
CoRR
Zhuoqin Yang, Jiansong Zhang, Xiaoling Luo, Zheng Lu, Linlin Shen
2024 J jnl
ECMS-NET:A multi-task model for early endometrial cancer MRI sequences classification and segmentation of key tumor structures.
Biomed. Signal Process. Control.
Longxiang Feng, Chunxia Chen, Lin Wang, Jiansong Zhang, Yapeng Li, Tiantian Yang, Yuling Fan, Peizhong Liu, Pengming Sun, Fang Huang
2024 J jnl
SEG-LUS: A novel ultrasound segmentation method for liver and its accessory structures based on muti-head self-attention.
Comput. Medical Imaging Graph.
Lei Zhang, Xiuming Wu, Jiansong Zhang, Zhonghua Liu, Yuling Fan, Lan Zheng, Peizhong Liu, Haisheng Song, Guorong Lyu
2023 J jnl
From Pretext to Purpose: Batch-Adaptive Self-Supervised Learning.
CoRR
Jiansong Zhang, Peizhong Liu