2025
DeepSeek-R1 Outperforms Gemini 2.0 Pro, OpenAI o1, and o3-mini in Bilingual Complex Ophthalmology Reasoning.
CoRR, February, 2025

Fundus2Globe: Generative AI-Driven 3D Digital Twins for Personalized Myopia Management.
CoRR, February, 2025

Noninvasive early prediction of preeclampsia in pregnancy using retinal vascular features.
npj Digit. Medicine, 2025

Addressing underestimation and explanation of retinal fundus photo-based cardiovascular disease risk score: Algorithm development and validation.
Comput. Biol. Medicine, 2025

2024
Economic evaluation for medical artificial intelligence: accuracy vs. cost-effectiveness in a diabetic retinopathy screening case.
npj Digit. Medicine, 2024

FFA-GPT: an automated pipeline for fundus fluorescein angiography interpretation and question-answer.
npj Digit. Medicine, 2024

Translating color fundus photography to indocyanine green angiography using deep-learning for age-related macular degeneration screening.
npj Digit. Medicine, 2024

FFA Sora, video generation as fundus fluorescein angiography simulator.
CoRR, 2024

OphCLIP: Hierarchical Retrieval-Augmented Learning for Ophthalmic Surgical Video-Language Pretraining.
CoRR, 2024

EyeDiff: text-to-image diffusion model improves rare eye disease diagnosis.
CoRR, 2024

Visual Question Answering in Ophthalmology: A Progressive and Practical Perspective.
CoRR, 2024

Fundus to Fluorescein Angiography Video Generation as a Retinal Generative Foundation Model.
CoRR, 2024

EyeCLIP: A visual-language foundation model for multi-modal ophthalmic image analysis.
CoRR, 2024

UWF-RI2FA: Generating Multi-frame Ultrawide-field Fluorescein Angiography from Ultrawide-field Retinal Imaging Improves Diabetic Retinopathy Stratification.
CoRR, 2024

Choroidal Vessel Segmentation on Indocyanine Green Angiography Images via Human-in-the-Loop Labeling.
CoRR, 2024

EyeFound: A Multimodal Generalist Foundation Model for Ophthalmic Imaging.
CoRR, 2024

Evaluating large language models in medical applications: a survey.
CoRR, 2024

EyeGPT: Ophthalmic Assistant with Large Language Models.
CoRR, 2024

Fundus2Video: Cross-Modal Angiography Video Generation from Static Fundus Photography with Clinical Knowledge Guidance.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Improving Consistency in Cardiovascular Disease Risk Assessment: Cross-Camera Adaptation for Retinal Images.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
Medical visual question answering: A survey.
Artif. Intell. Medicine, September, 2023

EBD: an eye biomarker database.
Bioinform., May, 2023

Contrastive pre-training and linear interaction attention-based transformer for universal medical reports generation.
J. Biomed. Informatics, February, 2023

2022
Camera Adaptation for Fundus-Image-Based CVD Risk Estimation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022