{"total":20,"rows":[{"id":"2412.02621","title":"Medical Multimodal Foundation Models in Clinical Diagnosis and Treatment: Applications, Challenges, and Future Directions","created":"2024-12-03","cited_by_count":18,"area":null},{"id":"2502.17132","title":"Applications of Large Models in Medicine","created":"2025-02-24","cited_by_count":6,"area":null},{"id":"2505.12887","title":"RetinaLogos: Fine-Grained Synthesis of High-Resolution Retinal Images Through Captions","created":"2025-05-19","cited_by_count":5,"area":null},{"id":"2508.03734","title":"A Survey of Multimodal Ophthalmic Diagnostics: From Task-Specific Approaches to Foundational Models","created":"2025-07-31","cited_by_count":4,"area":null},{"id":"2505.12233","title":"PRETI: Patient-Aware Retinal Foundation Model via Metadata-Guided Representation Learning","created":"2025-05-18","cited_by_count":3,"area":null},{"id":"2511.15943","title":"Boosting Medical Visual Understanding From Multi-Granular Language Learning","created":"2025-11-20","cited_by_count":2,"area":null},{"id":"2507.04259","title":"An Explainable Transformer Model for Alzheimer's Disease Detection Using Retinal Imaging","created":"2025-07-06","cited_by_count":1,"area":null},{"id":"2512.14499","title":"Native Intelligence Emerges from Large-Scale Clinical Practice: A Retinal Foundation Model with Deployment Efficiency","created":"2025-12-16","cited_by_count":1,"area":null},{"id":"2604.18757","title":"REVEAL: Multimodal Vision-Language Alignment of Retinal Morphometry and Clinical Risks for Incident AD and Dementia Prediction","created":"2026-04-20","cited_by_count":1,"area":null},{"id":"2508.06434","title":"CLIPin: A Non-contrastive Plug-in to CLIP for Multimodal Semantic Alignment","created":"2025-08-08","cited_by_count":0,"area":null},{"id":"2509.08624","title":"UOPSL: Unpaired OCT Predilection Sites Learning for Fundus Image Diagnosis Augmentation","created":"2025-09-10","cited_by_count":0,"area":null},{"id":"2510.07277","title":"Evaluating Fundus-Specific Foundation Models for Diabetic Macular Edema Detection","created":"2025-10-08","cited_by_count":0,"area":null},{"id":"2510.22589","title":"PSScreen V2: Partially Supervised Multiple Retinal Disease Screening","created":"2025-10-26","cited_by_count":0,"area":null},{"id":"2602.23297","title":"PRIMA: Pre-Training with Risk-Integrated Image--Metadata Alignment for Medical Diagnosis with LLM-Based Feature Aggregation","created":"2026-02-26","cited_by_count":0,"area":null},{"id":"2603.18846","title":"Towards Interpretable Foundation Models for Retinal Fundus Images","created":"2026-03-19","cited_by_count":0,"area":null},{"id":"2604.03806","title":"Bridging Restoration and Diagnosis: A Comprehensive Benchmark for Retinal Fundus Enhancement","created":"2026-04-04","cited_by_count":0,"area":null},{"id":"2605.14108","title":"A Cascaded Edge-Cloud Architecture for Automated Diabetic Retinopathy Screening","created":"2026-05-13","cited_by_count":0,"area":null},{"id":"2606.19522","title":"REVEAL++: Differentiable Phenotypic Grouping for Vision-Language Retinal Modeling of Alzheimer's Disease Risk","created":"2026-06-17","cited_by_count":0,"area":null},{"id":"2609.13303","title":"Adaptive Conformal Redistribution for Inter-class Transitional Uncertainty in Medical Image Classification","created":"2026-09-10","cited_by_count":0,"area":null},{"id":"2610.14138","title":"Exploring the Latent Structure of AMD Severity Using Retinal Foundation Models","created":"2026-10-09","cited_by_count":0,"area":null}],"next_cursor":null}