[Call For Paper] IEEE JBHI Special Issue on: "Revolutionizing Healthcare with LLMs: Breakthroughs in Decision Support, Patient Interaction, and Documentation" [Link] (Submission Deadline: 20 April 2025)
[Call For Paper] IEEE JBHI Special Issue on: "Synergizing Multi-modal Agents and Large Foundation Models for Healthcare" [Link] (Submission Deadline: 31 May 2025)
[03/2024] One paper accepted by MedIA: "Medical SAM Adapter: Adapting Segment Anything Model for Medical Image Segmentation".
[03/2024] One paper accepted by MedIA: "Beyond the eye: A relational model for early dementia detection using retinal OCTA images".
[02/2025] Three papers accepted by CVPR 2025.
[01/2025] One paper accepted by IEEE TMI: "Masked Vascular Structure Completion in Retinal Images".
[01/2025] One paper accepted by IEEE TMI: "Uncertainty-Driven Edge Prompt Generation Network for Medical Image Segmentation".
[01/2025] One paper accepted by IEEE TMI: "Multi-view Test-time Adaptation for Semantic Segmentation in Clinical Cataract Surgery".
[01/2025] One paper accepted by IEEE TMI: "Learnable Prompting SAM-induced Knowledge Distillation for Semi-supervised Medical Image Segmentation".
[01/2025] One paper accepted by IEEE TMI: "DiffMIC-v2: Medical Image Classification via Improved Diffusion Network".
------ Happy New Year! --------
[12/2024] One paper accepted by IEEE TIP: "VSR-Net: Vessel-like Structure Rehabilitation Network with Graph Clustering".
[12/2024] We secured the First Place in "APTOS-APOIS Big Data Competition" on generating optical coherence tomography (OCT) images from color fundus photography.
[12/2024] One paper accepted by IEEE TMI: "Training-free image style alignment for domain shift on handheld ultrasound devices".
[11/2024] One paper accepted by IEEE TMI: "Topicwise Separable Sentence Retrieval for Medical Report Generation".
[11/2024] Happy to be recognized as "Highly Cited Researcher" by Web of Science (in the field of Cross-Field), Clarivate.
[10/2024] One paper accepted by Cell Reports Medicine: "Enhancing Al Reliability: A Foundation Model with Uncertainty Estimation for Optical Coherence Tomography based Retinal Diseases Diagnosis".
[10/2024] One paper accepted by IEEE TMI: "CoD-MIL: Chain-of-Diagnosis Prompting Multiple Instance Learning for Whole Slide Image Classification".
[20/2024] Happy to receive the Best Paper Award of Ophthalmic Medical Image Analysis (OMIA) Workshop in MICCAI, 2024.
[10/2024] One paper accepted by npj Digital Medicine: "Early Detection of Dementia through Retinal Imaging and Trustworthy AI".
Co-Chair of “Students & Young Professionals” Subcommittee in the IEEE Signal Processing Society (SPS) Technical Committee on Bio Imaging and Signal Processing (BISP).
Member of the IEEE Engineering in Medicine and Biology Society (EMBS) Technical Committee on Biomedical Imaging and Image Processing (BIIP).
Associate Editor:
IEEE Transactions on Medical Imaging (IEEE TMI), 2020 - present.
IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2022 - present.
IEEE Journal of Biomedical and Health Informatics (IEEE JBHI), 2020 - present.
IEEE Transactions on Artificial Intelligence (IEEE TAI), 2023 - present.
"Deep Partial Multi-View Learning",
C. Zhang, Y. Cui, Z. Han, J. T. Zhou, H. Fu, and Q. Hu, IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 2022.[Code]