Han Zhang

Publication Activity (10 Years)

Years Active: 2022-2025
Publications (10 Years): 13

Top Topics

Graph Representation

Medical Image Fusion

Cancer Classification

Top Venues

Comput. Biol. Medicine

Knowl. Based Syst.

Publications

Xiongwen Quan, Guangyao Hou, Wenya Yin, Han Zhang
A multi-modal and multi-stage fusion enhancement network for segmentation based on OCT and OCTA images. Inf. Fusion 113 (2025)
Xiangxin Zhan, Yanbin Yin, Han Zhang
BERMAD: batch effect removal for single-cell RNA-seq data using a multi-layer adaptation autoencoder with dual-channel framework. Bioinform. 40 (3) (2024)
Mingjing Han, Han Zhang
KAGNN: Graph neural network with kernel alignment for heterogeneous graph learning. Knowl. Based Syst. 289 (2024)
Wei Wang, Xiongwen Quan, Wanwan Huang, Yu Cheng, Han Zhang
TL-CCL: Two-level causal contrastive learning for multi-label ocular disease diagnosis with fundus images. Biomed. Signal Process. Control. 95 (2024)
Minghe Li, Huike Guo, Keao Wang, Chuanze Kang, Yanbin Yin, Han Zhang
AVBAE-MODFR: A novel deep learning framework of embedding and feature selection on multi-omics data for pan-cancer classification. Comput. Biol. Medicine 177 (2024)
Wanwan Huang, Han Zhang, Huike Guo, Wei Li, Xiongwen Quan, Yuzhi Zhang
ADDNS: An asymmetric dual deep network with sharing mechanism for medical image fusion of CT and MR-T2. Comput. Biol. Medicine 166 (2023)
Mengyao He, Qingqing Zhao, Han Zhang, Chuanze Kang, Wei Li, Mingjing Han
Graph representation learning via redundancy reduction. Neurocomputing 533 (2023)
Xiongwen Quan, Mingjing Han, Xia Guo, Zeyuan Li, Han Zhang, Yanbin Yin
Unsupervised Feature Selection by Fusing Spectral Clustering and Locality Preserving Projection. BIBM (2023)
Huike Guo, Han Zhang, Minghe Li, Xiongwen Quan
LTUNet: A Lightweight Transformer-Based UNet with Multi-scale Mechanism for Skin Lesion Segmentation. CICAI (2) (2023)
Mingjing Han, Han Zhang, Wei Li, Yanbin Yin
Semantic-guided graph neural network for heterogeneous graph embedding. Expert Syst. Appl. 232 (2023)
Mingjing Han, Yanbin Yin, Han Zhang, Huan Wang
Hierarchical Semantic Augmentation Graph Neural Network for Drug-Disease Association Prediction. BIBM (2023)
Qingqing Zhao, Han Zhang, Mengyao He, Wei Li, Chuanze Kang, Mingjing Han
Graph pooling via Dual-view Multi-level Infomax. Knowl. Based Syst. 260 (2023)
Wanwan Huang, Han Zhang, Zeyuan Li, Yanbin Yin
Mutual Information Estimation-Based Disentangled Representation Network for Medical Image Fusion. BIBM (2022)