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.
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npj Digit. Medicine, 2025
Addressing underestimation and explanation of retinal fundus photo-based cardiovascular disease risk score: Algorithm development and validation.
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Comput. Biol. Medicine, 2025
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.
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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.
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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
Medical visual question answering: A survey.
Artif. Intell. Medicine, September, 2023
Contrastive pre-training and linear interaction attention-based transformer for universal medical reports generation.
J. Biomed. Informatics, February, 2023
Camera Adaptation for Fundus-Image-Based CVD Risk Estimation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022