Huazhu Fu

Agency for Science, Technology and Research — Singapore

Medicine · Health Sciences

80h-index26.6kcitations557works8.52yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Retinal Imaging and Analysis(161), Glaucoma and retinal disorders(65), AI in cancer detection(62), Advanced Neural Network Applications(60), Medical Image Segmentation Techniques(54)

Publications557 total

Guest Editorial: Special Issue on Foundation Models in Medical Imaging
IEEE Journal of Biomedical and Health Informatics·2025
Uncertainty-Aware Multimodal Fusion for Reliable Fundus Disease Classification Using a Vision-Language Foundation Model
Lecture notes in computer science·2025
RetBench: Which Ophthalmic Foundation Model Performs Best and Why?
Lecture notes in computer science·2025
Prompt guiding multi-scale adaptive sparse representation-driven network for low-dose CT MAR
Medical Image Analysis·2025
Content Generation Models in Computational Pathology: A Comprehensive Survey on Methods, Applications, and Challenges
IEEE Reviews in Biomedical Engineering·2025
GEMeX-RMCoT: An Enhanced Med-VQA Dataset for Region-Aware Multimodal Chain-of-Thought Reasoning
2025Open Access
History-Aware and Dynamic Client Contribution in Federated Learning
Frontiers in artificial intelligence and applications·2025Open Access
A deep learning based automatic report generator for retinal optical coherence tomography images
npj Digital Medicine·2025Open Access
Temporal Prompt Learning With Depth Memory for Video Mirror Detection
IEEE Transactions on Multimedia·2025
Toward Reliable Medical Image Segmentation by Modeling Evidential Calibrated Uncertainty
IEEE Transactions on Cybernetics·2025
Cycle Context Verification for In-Context Medical Image Segmentation
Lecture notes in computer science·2025
MicroMIL: Graph-Based Multiple Instance Learning for Context-Aware Diagnosis with Microscopic Images
Lecture notes in computer science·2025
Vision-Amplified Semantic Entropy for Hallucination Detection in Medical Visual Question Answering
Lecture notes in computer science·2025· 1 cited
Text-Driven Multiplanar Visual Interaction for Semi-supervised Medical Image Segmentation
Lecture notes in computer science·2025
RIFNet: Bridging Modalities for Accurate and Detailed Ocular Disease Analysis
Lecture notes in computer science·2025
No More Sliding Window: Efficient 3D Medical Image Segmentation with Differentiable Top-K Patch Sampling
Lecture notes in computer science·2025· 1 cited
SABPI-Net: A Novel Structure-Aware Network for Accurate and Domain-Invariant Retinopathy of Prematurity Diagnosis
Lecture notes in computer science·2025
Parameterized Diffusion Optimization Enabled Autoregressive Ordinal Regression for Diabetic Retinopathy Grading
Lecture notes in computer science·2025
KPVG: Knowledge-prompted vision-genomics model for cancer survival prediction in whole slide images
Information Fusion·2025
An eyecare foundation model for clinical assistance: a randomized controlled trial
Nature Medicine·2025· 7 cited
page 1 of 28Next →

Frequent Co-authors

Ling Shao(11), Xiaochun Cao(9), Yanwu Xu(8), Changqing Zhang(8), Jianbing Shen(7), Jiang Liu(7), Deng-Ping Fan(6), Tao Zhou(5), Geng Chen(5), Runmin Cong(5), Ge-Peng Ji(4), Damon Wing Kee Wong(3), Qingming Huang(3), Tao Li(3), Kai Wang(3), Yitian Zhao(3), Chongyi Li(3), Qinghua Hu(3), Jianbing Shen(2), Yi Zhou(2)