HZ
Hongyu Zhou
cs.CVquant-phcs.LGcs.AIeess.IVDeep Learningcs.CLBreast NeoplasmsImage Processing, Computer-AssistedNeural Networks, Computer
On Valency
published · living versionsW_k5fkcc9v·v1 · currentpublished
Preprints & journals
115 papers in the corpus · 2005–2026Small language models in medicine.42443445 · Qin, Yiming, Yan, Tao, Wong, Matthew Yu Heng et al.2026 · 0 citationsNature biomedical engineering. 2026;10(8):1519-1523
Large reasoning models as thinking machines for medicine.42337060 · Zhou, Hong-Yu, Rodman, Adam, Liu, Peng et al.2026 · 0 citationsNature biomedical engineering. 2026;10(8):1526-1535
Incorporating global-local tissue changes to predict future breast cancer from longitudinal screening mammograms.41747525 · Wang, Xin, Tan, Tao, Gao, Yuan et al.2026 · 1 citationMedical image analysis. 2026;110:103990
A multimodal vision-language model for generalizable annotation-free pathology localization.41495192 · Yang, Hao, Zhou, Hong-Yu, Liu, Jiarun et al.2026 · 6 citationsNature biomedical engineering. 2026;10(8):1595-1609
Visualizing Radiologic Connections: An Explainable Coarse-to-Fine Foundation Model with Multiview Mammograms and Associated Reports.41405429 · Gao, Yuan, Zhou, Hong-Yu, Wang, Xin et al.2026 · 0 citationsRadiology. Artificial intelligence. 2026;8(1):e240646
Mammo-AGE: deep learning estimation of breast age from mammograms.41360762 · Wang, Xin, Tan, Tao, Gao, Yuan et al.2025 · 2 citationsNature communications. 2025;16(1):10934
Multi-Modal Longitudinal Representation Learning for Predicting Neoadjuvant Therapy Response in Breast Cancer Treatment.40031606 · Gao, Yuan, Tan, Tao, Wang, Xin et al.2025 · 8 citationsIEEE journal of biomedical and health informatics. 2025;29(12):9041-9050
Efficient Medical Vision-Language Alignment Through Adapting Masked Vision Models.40456096 · Lian, Chenyu, Zhou, Hong-Yu, Liang, Dongyun et al.2025 · 6 citationsIEEE transactions on medical imaging. 2025;44(11):4499-4510
Swin-UMamba†: Adapting Mamba-Based Vision Foundation Models for Medical Image Segmentation.40030346 · Liu, Jiarun, Yang, Hao, Zhou, Hong-Yu et al.2025 · 104 citationsIEEE transactions on medical imaging. 2025;44(10):3898-3908
Use of MRI-double inversion recovery sequence for early diagnosis of multiple sclerosis: case series.40877867 · Zhu, Dan, Shao, Yongjia, Zhang, Nana et al.2026 · 1 citationBMC neurology. 2025;25(1):364
ReXGroundingCT: A 3D Chest CT Dataset for Segmentation of Findings from Free-Text Reports2507.22030v2 · Mohammed Baharoon, Luyang Luo, Michael Moritz et al.2025 · 6 citationsarXiv
BenchReAD: A systematic benchmark for retinal anomaly detection2507.10492v1 · Chenyu Lian, Hong-Yu Zhou, Zhanli Hu et al.2025 · 0 citationsarXiv
TransXNet: Learning Both Global and Local Dynamics With a Dual Dynamic Token Mixer for Visual Recognition.40178959 · Lou, Meng, Zhang, Shu, Zhou, Hong-Yu et al.2025 · 122 citationsIEEE transactions on neural networks and learning systems. 2025;36(6):11534-11547
Multimodal generative AI for interpreting 3D medical images and videos.40360694 · Lee, Jung-Oh, Zhou, Hong-Yu, Berzin, Tyler M et al.2026 · 23 citationsNPJ digital medicine. 2025;8(1):273
MetaGP: A generative foundation model integrating electronic health records and multimodal imaging for addressing unmet clinical needs.40187356 · Liu, Fei, Zhou, Hongyu, Wang, Kai et al.2025 · 22 citationsCell reports. Medicine. 2025;6(4):102056
Splenic red pulp macrophages eliminate the liver-resistant Streptococcus pneumoniae from the blood circulation of mice.40073120 · An, Haoran, Huang, Yijia, Zhao, Zhifeng et al.2025 · 19 citationsScience advances. 2025;11(11):eadq6399
SDR-Former: A Siamese Dual-Resolution Transformer for liver lesion classification using 3D multi-phase imaging.39908910 · Lou, Meng, Ying, Hanning, Liu, Xiaoqing et al.2025 · 42 citationsNeural networks : the official journal of the International Neural Network Society. 2025;185:107228
An evaluation framework for clinical use of large language models in patient interaction tasks.39747685 · Johri, Shreya, Jeong, Jaehwan, Tran, Benjamin A et al.2025 · 196 citationsNature medicine. 2025;31(1):77-86
Self-improving generative foundation model for synthetic medical image generation and clinical applications.39663467 · Wang, Jinzhuo, Wang, Kai, Yu, Yunfang et al.2025 · 152 citationsNature medicine. 2025;31(2):609-617
GPRC5A promotes lung colonization of esophageal squamous cell carcinoma.39550386 · Zhou, Hongyu, Tan, Licheng, Zhang, Baifeng et al.2024 · 14 citationsNature communications. 2024;15(1):9950
An explainable longitudinal multi-modal fusion model for predicting neoadjuvant therapy response in women with breast cancer.39511143 · Gao, Yuan, Ventura-Diaz, Sofia, Wang, Xin et al.2024 · 92 citationsNature communications. 2024;15(1):9613
A Survey on Graph Neural Networks and Graph Transformers in Computer Vision: A Task-Oriented Perspective.39159038 · Chen, Chaoqi, Wu, Yushuang, Dai, Qiyuan et al.2024 · 163 citationsIEEE transactions on pattern analysis and machine intelligence. 2024;46(12):10297-10318
[Recurrence prediction of gastric cancer based on multi-resolution feature fusion and context information].39462655 · Zhou, Hongyu, Tao, Haibo, Xue, Feiyue et al.2024 · 0 citationsSheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi. 2024;41(5):886-894
Enhancing representation in radiography-reports foundation model: a granular alignment algorithm using masked contrastive learning.39223122 · Huang, Weijian, Li, Cheng, Zhou, Hong-Yu et al.2024 · 61 citationsNature communications. 2024;15(1):7620
Concepts and applications of digital twins in healthcare and medicine.39233690 · Zhang, Kang, Zhou, Hong-Yu, Baptista-Hon, Daniel T et al.2024 · 151 citationsPatterns (New York, N.Y.). 2024;5(8):101028
MedTrinity-25M: A Large-scale Multimodal Dataset with Multigranular Annotations for Medicine2408.02900v3 · Yunfei Xie, Ce Zhou, Lang Gao et al.2024 · 8 citationsarXiv
Uncertainty Estimation of Large Language Models in Medical Question Answering2407.08662v1 · Jiaxin Wu, Yizhou Yu, Hong-Yu Zhou2024 · 1 citationarXiv
Enhancing Dropout-based Bayesian Neural Networks with Multi-Exit on FPGA2406.14593v2 · Hao Mark Chen, Liam Castelli, Martin Ferianc et al.2024 · 2 citationsarXiv
Identification and Characterization of Metastasis-Initiating Cells in ESCC in a Multi-Timepoint Pulmonary Metastasis Mouse Model.38864342 · Wong, Ching Ngar, Zhang, Yu, Ru, Beibei et al.2024 · 7 citationsAdvanced science (Weinheim, Baden-Wurttemberg, Germany). 2024;11(30):e2401590
Direct Preference Optimization for Suppressing Hallucinated Prior Exams in Radiology Report Generation2406.06496v2 · Oishi Banerjee, Hong-Yu Zhou, Subathra Adithan et al.2024 · 1 citationarXiv
MedVersa: A Generalist Foundation Model for Medical Image Interpretation2405.07988v2 · Hong-Yu Zhou, Juli'an Nicol'as Acosta, Subathra Adithan et al.2024 · 11 citationsarXiv
Swin-UMamba: Mamba-based UNet with ImageNet-based pretraining2402.03302v2 · Jiarun Liu, Hao Yang, Hong-Yu Zhou et al.2024 · 381 citationsarXiv
Multimodal self-supervised learning for lesion localization2401.01524v3 · Hao Yang, Hong-Yu Zhou, Cheng Li et al.2024 · 6 citationsarXiv
Enhancing Representation in Medical Vision-Language Foundation Models via Multi-Scale Information Extraction Techniques2401.01583v2 · Weijian Huang, Cheng Li, Hong-Yu Zhou et al.2024 · 4 citationsarXiv
MLIP: Medical Language-Image Pre-training with Masked Local Representation Learning2401.01591v1 · Jiarun Liu, Hong-Yu Zhou, Cheng Li et al.2024 · 10 citationsarXiv
Activate and Reject: Towards Safe Domain Generalization under Category Shift2310.04724v1 · Chaoqi Chen, Luyao Tang, Leitian Tao et al.2023 · 10 citationsarXiv
Deubiquitinating PABPC1 by USP10 upregulates CLK2 translation to promote tumor progression in pancreatic ductal adenocarcinoma.37757903 · Li, Tian-Jiao, Jin, Kai-Zhou, Zhou, Hong-Yu et al.2026 · 28 citationsCancer letters. 2023;576:216411
A Unified Visual Information Preservation Framework for Self-supervised Pre-Training in Medical Image Analysis.37018263 · Zhou, Hong-Yu, Lu, Chixiang, Chen, Chaoqi et al.2023 · 81 citationsIEEE transactions on pattern analysis and machine intelligence. 2023;45(7):8020-8035
A transformer-based representation-learning model with unified processing of multimodal input for clinical diagnostics.37308585 · Zhou, Hong-Yu, Yu, Yizhou, Wang, Chengdi et al.2023 · 343 citationsNature biomedical engineering. 2023;7(6):743-755
Relation Matters: Foreground-Aware Graph-Based Relational Reasoning for Domain Adaptive Object Detection.35648876 · Chen, Chaoqi, Li, Jiongcheng, Zhou, Hong-Yu et al.2023 · 47 citationsIEEE transactions on pattern analysis and machine intelligence. 2023;45(3):3677-3694
Protein Representation Learning via Knowledge Enhanced Primary Structure Modeling2301.13154v2 · Hong-Yu Zhou, Yunxiang Fu, Zhicheng Zhang et al.2023 · 19 citationsarXiv
Advancing Radiograph Representation Learning with Masked Record Modeling2301.13155v2 · Hong-Yu Zhou, Chenyu Lian, Liansheng Wang et al.2023 · 31 citationsarXiv
PCRLv2: A Unified Visual Information Preservation Framework for Self-supervised Pre-training in Medical Image Analysis2301.00772v1 · Hong-Yu Zhou, Chixiang Lu, Chaoqi Chen et al.2023 · 2 citationsarXiv
nnFormer: Volumetric Medical Image Segmentation via a 3D Transformer.37440404 · Zhou, Hong-Yu, Guo, Jiansen, Zhang, Yinghao et al.2025 · 747 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2023;32:4036-4045
GraVIS: Grouping Augmented Views From Independent Sources for Dermatology Analysis.36260573 · Zhou, Hong-Yu, Lu, Chixiang, Wang, Liansheng et al.2022 · 0 citationsIEEE transactions on medical imaging. 2022;41(12):3498-3508
UNet-2022: Exploring Dynamics in Non-isomorphic Architecture2210.15566v1 · Jiansen Guo, Hong-Yu Zhou, Liansheng Wang et al.2022 · 44 citationsarXiv
Study of Multiscale Fused Extraction of Cropland Plots in Remote Sensing Images Based on Attention Mechanism.36105636 · Song, Xu, Zhou, Hongyu, Liu, Guoying et al.2022 · 3 citationsComputational intelligence and neuroscience. 2022;2022:2418850
ProCo: Prototype-aware Contrastive Learning for Long-tailed Medical Image Classification2209.00183v1 · Zhixiong Yang, Junwen Pan, Yanzhan Yang et al.2022 · 42 citationsarXiv
Development and validation of an abnormality-derived deep-learning diagnostic system for major respiratory diseases.35999467 · Wang, Chengdi, Ma, Jiechao, Zhang, Shu et al.2022 · 38 citationsNPJ digital medicine. 2022;5(1):124
Dense Teacher: Dense Pseudo-Labels for Semi-supervised Object Detection2207.02541v2 · Hongyu Zhou, Zheng Ge, Songtao Liu et al.2022 · 142 citationsarXiv
Career total: 245 works. 115 are in this corpus.Showing the 50 most recent.
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