Publications

2025

Paper Title Graphic Abstract for hypergraph

[Dual-masked contrastive learning based hypergraph foundation model for whole slide images]

[Xueying Zhou, Saisai Ding, Wenhua Zhang, Juncheng Li, Jun Wang, Jiasheng Chen, Jun Shi]

[Pattern Recognition]

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Paper Title Graphic Abstract for energy-motion

[Dynamic fusion LSTM-Transformer for prediction in energy harvesting from human motions]

[Ying Gong, Yongzheng Wang, Yuanhang Xie, Xuzhang Peng, Yan Peng, Wenhua Zhang(Corresponding author)]

[Energy]

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2024

Paper Title Graphic Abstract for marching windows

[Marching Windows: Scalable Mesh Generation for Volumetric Data With Multiple Materials]

[Wenhua Zhang, Yating Yue, Hao Pan, Zhonggui Chen, Chuan Wang, Hanspeter Pfister, Wenping Wang]

[ IEEE Transactions on Visualization and Computer Graphics]

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Paper Title Graphic Abstract for conic

[CoNIC Challenge: Pushing the frontiers of nuclear detection, segmentation, classification and counting]

[Simon Graham, Quoc Dang Vu, Mostafa Jahanifar, Martin Weigert, Uwe Schmidt, Wenhua Zhang, Jun Zhang, Sen Yang, Jinxi Xiang, Xiyue Wang, et al.]

[Medical Image Analysis]

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BPO Graphic Abstract for tumor percentage

[Development of an Interpretable Deep Learning Model for Pathological Tumor Response Assessment After Neoadjuvant Therapy]

[Yichen Wang, Wenhua Zhang (Co-first author), Lijun Chen, Jun Xie, Xuebin Zheng, Yan Jin, Qiang Zheng et al.]

[Computational and Structural Biotechnology Journal]

Paper Code Project Page
Paper Title Graphic Abstract for conic pathology

[Keep it accurate and robust: An enhanced nuclei analysis framework]

[Wenhua Zhang, Sen Yang, Meiwei Luo, Chuan He, Yuchen Li, Jun Zhang, Xiyue Wang, and Fang Wang]

[Computational and Structural Biotechnology Journal]

Paper Code Project Page
Paper Title Graphic Abstract for skin lesion

[Skin lesion segmentation via Neural Cellular Automata]

[Tao Yue, Cangtao Chen, Yue Wang, Wenhua Zhang, Na Liu, Songyi Zhong, Long Li, Quan Zhang]

[Biomedical Signal Processing and Control]

Paper

2023

Paper Title Graphic Abstract for merging datasets

[Merging nucleus datasets by correlation-based cross-training]

[Wenhua Zhang, Jun Zhang, Xiyue Wang, Sen Yang, Junzhou Huang, Wei Yang, Wenping Wang, Xiao Han]

[Medical Image Analysis]

Paper Code

2022

Paper Title Graphic Abstract for structured triplet

[Knowledge-Based Representation Learning for Nucleus Instance Classification From Histopathological Images]

[Wenhua Zhang, Jun Zhang, Sen Yang, Xiyue Wang, Wei Yang, Junzhou Huang, Wenping Wang, Xiao Han]

[IEEE Transactions on Medical Imaging]

Paper Code