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J

Junzhou Huang

university of texas at arlington

75H-index
535Paper Count
2.5WCitation Count
Published Papers 76
Publication Date
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Collaborative instance-level and bag-level multiple instance learning with label disambiguation for whole slide image analysis
errMedical Image Analysis
IF11.8
err2026-07-10
err0
PREAI
errYu Zhao; Jun Wang; Chao Wang; Qin Ren; Yichang Xu; Chenchen Qin; Bing He; Xiaofeng Liu; Junzhou Huang; Jie Chen; Jianhua Yao
errShare
errSave
Deciphering small sequence differences in T cell receptor-antigen pairing
errNature Communications
IF15.7
err2026-06-13
err0
errOAAI
errYi Han; Yuqiu Yang; James Zhu; Farjana J. Fattah; Mitchell S. von Itzstein; Minying Zhang; Casey Bermack; Peixin Jiang; Shailbala Singh; Yanhua Tian; Yifei Hu; Yafang Deng; Xiongbin Kang; Donghan M. Yang; Jialiang Liu; Yaming Xue; Chaoying Liang; Indu Raman; Chengsong Zhu; Olivia Xiao; Jonathan E. Dowell; Jade Homsi; Sawsan Rashdan; Ke Pan; Shengjie Yang; Mary E. Gwin; David Hsiehchen; Yvonne Gloria-McCutchen; Fangjiang Wu; John V. Heymach; Don Gibbons; Junzhou Huang; Chao Cheng; Jianjun Zhang; Cassian Yee; Alexandre Reuben; David E. Gerber; Tao Wang
errShare
errSave
Text-Guided Multi-instance Learning for Scoliosis Screening via Gait Video Analysis
errMEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT VI
IF0
err2026-01-01
err0
PREAI
errLi, Haiqing; Guo, Yuzhi; Jiang, Feng; Dang, Thao M.; Ma, Hehuan; Zhou, Qifeng; Gao, Jean; Huang, Junzhou
errShare
errSave
HAGE: Hierarchical Alignment Gene-Enhanced Pathology Representation Learning with Spatial Transcriptomics
errMEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT I
IF0
err2026-01-01
err0
PREAI
errDang, Thao M.; Li, Haiqing; Guo, Yuzhi; Ma, Hehuan; Jiang, Feng; Miao, Yuwei; Zhou, Qifeng; Gao, Jean; Huang, Junzhou
errShare
errSave
Multimodal analysis of whole slide images in colorectal cancer
errnpj Digital Medicine
IF15.1
err2025-11-24
err0
errOAAI
errJitendra Jonnagaddala; Miljana Shulajkovska; Anton Gradišek; Toni Rose Jue; Qifeng Zhou; Yuzhi Guo; Jamil Mahmoud El Chayeb; Ruijiang Li; Jana Lipkova; Jakob Nikolas Kather; Junzhou Huang
errShare
errSave
Pancancer outcome prediction via a unified weakly supervised deep learning model
errSignal Transduction and Targeted Therapy
IF52.7
err2025-09-03
err0
errOAAI
errWei Yuan; Yijiang Chen; Biyue Zhu; Sen Yang; Jiayu Zhang; Ning Mao; Jinxi Xiang; Yuchen Li; Yuanfeng Ji; Xiangde Luo; Kangning Zhang; Xiaohan Xing; Shuo Kang; Dongyuan Xiao; Fang Wang; Jinkun Wu; Haiyan Zhang; Hongping Tang; Himanshu Maurya; German Corredor; Cristian Barrera; Yufei Zhou; Krunal Pandav; Junhan Zhao; Prantesh Jain; Luke Delasos; Junzhou Huang; Kailin Yang; Theodoros N. Teknos; James Lewis; Shlomo Koyfman; Nathan A. Pennell; Kun-Hsing Yu; Xiao Han; Jing Zhang; Xiyue Wang; Anant Madabhushi
errShare
errSave
Profiling antigen-binding affinity of B cell repertoires in tumors by deep learning predicts immune-checkpoint inhibitor treatment outcomes
errNature Cancer
IF28.5
err2025-06-27
err0
PREAI
errBing Song; Kaiwen Wang; Saiyang Na; Jia Yao; Farjana J. Fattah; Alexandra L. Martin; Mitchell S. von Itzstein; Donghan M. Yang; Jialiang Liu; Yaming Xue; Chaoying Liang; Yuzhi Guo; Indu Raman; Chengsong Zhu; Jonathan E. Dowell; Jade Homsi; Sawsan Rashdan; Shengjie Yang; Mary E. Gwin; Tuoqi Wu; David Hsiehchen; Yvonne Gloria-McCutchen; Catherine Pei-ju Lu; Prithvi Raj; Xiao-chen Bai; Jun Wang; Jose Conejo-Garcia; Yang Xie; Junzhou Huang; David E. Gerber; Tao Wang
errShare
errSave
Abnormality-aware multimodal learning for WSI classification
errFRONTIERS IN MEDICINE
IF3
err2025-02-25
err0
errOAAI
errDang, Thao M.; Zhou, Qifeng; Guo, Yuzhi; Ma, Hehuan; Na, Saiyang; Dang, Thao Bich; Gao, Jean; Huang, Junzhou
errShare
errSave
Reply to: Deeper evaluation of a single-cell foundation model
errNATURE MACHINE INTELLIGENCE
IF23.9
err2024-12-12
err0
PREAI
errYang, Fan; Wang, Fang; Huang, Longkai; Liu, Linjing; Huang, Junzhou; Yao, Jianhua
errShare
errSave
Structure-Aware DropEdge Toward Deep Graph Convolutional Networks
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-11-01
err0
errOAAI
errHan, Jiaqi; Huang, Wenbing; Rong, Yu; Xu, Tingyang; Sun, Fuchun; Huang, Junzhou
errShare
errSave
Solving the non-submodular network collapse problems via Decision Transformer
errNEURAL NETWORKS
IF6.3
err2024-08-01
err0
PREAI
errMa, Kaili; Yang, Han; Yang, Shanchao; Zhao, Kangfei; Li, Lanqing; Chen, Yongqiang; Huang, Junzhou; Cheng, James; Rong, Yu
errShare
errSave
GTE: a graph learning framework for prediction of T-cell receptors and epitopes binding specificity
errBRIEFINGS IN BIOINFORMATICS
IF7.7
err2024-07-15
err0
errOAAI
errJiang, Feng; Guo, Yuzhi; Ma, Hehuan; Na, Saiyang; Zhong, Wenliang; Han, Yi; Wang, Tao; Huang, Junzhou
errShare
errSave
Geometric deep learning methods and applications in 3D structure-based drug design
errDRUG DISCOVERY TODAY
IF7.5
err2024-07-01
err4
PREAI
errBai, Qifeng; Xu, Tingyang; Huang, Junzhou; Perez-Sanchez, Horacio
errShare
errSave
Learning With Noisy Labels Over Imbalanced Subpopulations
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-01-01
err0
errOAAI
errChen, Mingcai; Zhao, Yu; He, Bing; Han, Zongbo; Huang, Junzhou; Wu, Bingzhe; Yao, Jianhua
errShare
errSave
Recent Advances in Toxicity Prediction: Applications of Deep Graph Learning
errCHEMICAL RESEARCH IN TOXICOLOGY
IF3.8
err2023-08-10
err6
PREAI
errMiao, Yuwei; Ma, Hehuan; Huang, Junzhou
errShare
errSave
A generalizable and robust deep learning algorithm for mitosis detection in multicenter breast histopathological images
errMEDICAL IMAGE ANALYSIS
IF11.8
err2023-02-01
err21
PREAI
errWang, Xiyue; Zhang, Jun; Yang, Sen; Xiang, Jingxi; Luo, Feng; Wang, Minghui; Zhang, Jing; Yang, Wei; Huang, Junzhou; Han, Xiao
errShare
errSave
Merging nucleus datasets by correlation-based cross-training
errMEDICAL IMAGE ANALYSIS
IF11.8
err2023-02-01
err2
PREAI
errZhang, Wenhua; Zhang, Jun; Wang, Xiyue; Yang, Sen; Huang, Junzhou; Yang, Wei; Wang, Wenping; Han, Xiao
errShare
errSave
DeepNoise: Signal and Noise Disentanglement Based on Classifying Fluorescent Microscopy Images via Deep Learning
errGENOMICS PROTEOMICS & BIOINFORMATICS
IF7.9
err2023-01-03
err5
errOAAI
errYang, Sen; Shen, Tao; Fang, Yuqi; Wang, Xiyue; Zhang, Jun; Yang, Wei; Huang, Junzhou; Han, Xiao
errShare
errSave
RetCCL: Clustering-guided contrastive learning for whole-slide image retrieval
errMEDICAL IMAGE ANALYSIS
IF11.8
err2023-01-01
err81
PREAI
errWang, Xiyue; Du, Yuexi; Yang, Sen; Zhang, Jun; Wang, Minghui; Zhang, Jing; Yang, Wei; Huang, Junzhou; Han, Xiao
errShare
errSave
Knowledge-Based Representation Learning for Nucleus Instance Classification From Histopathological Images
errIEEE TRANSACTIONS ON MEDICAL IMAGING
IF9.8
err2022-12-01
err2
PREAI
errZhang, Wenhua; Zhang, Jun; Yang, Sen; Wang, Xiyue; Yang, Wei; Huang, Junzhou; Wang, Wenping; Han, Xiao
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
J
John V. Heymach
H-index: 128 · Papers: 2.4K
刘玮 cover
刘玮 (Wei Liu)
H-index: 109 · Papers: 1.6K
蒋
蒋华良 (Hualiang Jiang)
H-index: 101 · Papers: 983
H
Hongsheng Li
H-index: 99 · Papers: 775
A
Anant Madabhushi
H-index: 90 · Papers: 977
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