{"total":35,"rows":[{"id":"2411.12915","title":"VILA-M3: Enhancing Vision-Language Models with Medical Expert Knowledge","created":"2024-11-19","cited_by_count":50,"area":"mllm"},{"id":"2501.01377","title":"Improving Medical Large Vision-Language Models with Abnormal-Aware Feedback","created":"2025-01-02","cited_by_count":42,"area":"mllm"},{"id":"2503.14911","title":"Derm1M: A Million-scale Vision-Language Dataset Aligned with Clinical Ontology Knowledge for Dermatology","created":"2025-03-19","cited_by_count":28,"area":"mllm"},{"id":"2410.18387","title":"Interpretable Bilingual Multimodal Large Language Model for Diverse Biomedical Tasks","created":"2024-10-24","cited_by_count":24,"area":"mllm"},{"id":"2411.14522","title":"GMAI-VL & GMAI-VL-5.5M: A Large Vision-Language Model and A Comprehensive Multimodal Dataset Towards General Medical AI","created":"2024-11-21","cited_by_count":24,"area":"mllm"},{"id":"2412.06141","title":"MMedPO: Aligning Medical Vision-Language Models with Clinical-Aware Multimodal Preference Optimization","created":"2024-12-09","cited_by_count":21,"area":"mllm"},{"id":"2504.21051","title":"Multimodal Large Language Models for Medicine: A Comprehensive Survey","created":"2025-04-29","cited_by_count":16,"area":"mllm"},{"id":"2411.12783","title":"Med-2E3: A 2D-Enhanced 3D Medical Multimodal Large Language Model","created":"2024-11-19","cited_by_count":15,"area":"mllm"},{"id":"2510.10011","title":"MIMO: A medical vision language model with visual referring multimodal input and pixel grounding multimodal output","created":"2025-10-11","cited_by_count":15,"area":"mllm"},{"id":"2602.06965","title":"MedMO: Grounding and Understanding Multimodal Large Language Model for Medical Images","created":"2026-02-06","cited_by_count":15,"area":"mllm"},{"id":"2505.23601","title":"EndoBench: A Comprehensive Evaluation of Multi-Modal Large Language Models for Endoscopy Analysis","created":"2025-05-29","cited_by_count":14,"area":"mllm"},{"id":"2503.01863","title":"Vision Language Models in Medicine","created":"2025-02-24","cited_by_count":12,"area":"mllm"},{"id":"2511.00846","title":"OmniBrainBench: A Comprehensive Multimodal Benchmark for Brain Imaging Analysis Across Multi-stage Clinical Tasks","created":"2025-11-02","cited_by_count":8,"area":"mllm"},{"id":"2410.01620","title":"LMOD: A Large Multimodal Ophthalmology Dataset and Benchmark for Large Vision-Language Models","created":"2024-10-02","cited_by_count":7,"area":"mllm"},{"id":"2509.18189","title":"Qianfan-VL: Domain-Enhanced Universal Vision-Language Models","created":"2025-09-19","cited_by_count":7,"area":"mllm"},{"id":"2410.02615","title":"ExGra-Med: Extended Context Graph Alignment for Medical Vision-Language Models","created":"2024-10-03","cited_by_count":6,"area":"mllm"},{"id":"2502.20780","title":"MedHallTune: An Instruction-Tuning Benchmark for Mitigating Medical Hallucination in Vision-Language Models","created":"2025-02-28","cited_by_count":6,"area":"mllm"},{"id":"2504.14391","title":"How Well Can General Vision-Language Models Learn Medicine By Watching Public Educational Videos?","created":"2025-04-19","cited_by_count":6,"area":"mllm"},{"id":"2504.10642","title":"SilVar-Med: A Speech-Driven Visual Language Model for Explainable Abnormality Detection in Medical Imaging","created":"2025-04-14","cited_by_count":5,"area":"mllm"},{"id":"2410.14948","title":"MultiViewDx: Evidence-Linked Multi-View Clinical Diagnosis","created":"2024-10-19","cited_by_count":4,"area":"mllm"},{"id":"2508.02951","title":"MedBLINK: Probing Basic Perception in Multimodal Language Models for Medicine","created":"2025-08-04","cited_by_count":1,"area":"mllm"},{"id":"2510.18304","title":"The Impact of Image Resolution on Biomedical Multimodal Large Language Models","created":"2025-10-21","cited_by_count":1,"area":"mllm"},{"id":"2606.27500","title":"Aloe-Vision: Robust Vision-Language Models for Healthcare","created":"2026-06-25","cited_by_count":1,"area":"mllm"},{"id":"2505.04192","title":"ViDRiP-LLaVA: A Dataset and Benchmark for Diagnostic Reasoning from Pathology Videos","created":"2025-05-07","cited_by_count":0,"area":"mllm"},{"id":"2509.22261","title":"InfiMed-Foundation: Pioneering Advanced Multimodal Medical Models with Compute-Efficient Pre-Training and Multi-Stage Fine-Tuning","created":"2025-09-26","cited_by_count":0,"area":"mllm"},{"id":"2601.14774","title":"Does medical specialization of VLMs enhance discriminative power?: A comprehensive investigation through feature distribution analysis","created":"2026-01-21","cited_by_count":0,"area":"mllm"},{"id":"2603.00842","title":"MedGPT-oss: Training a General-Purpose Vision-Language Model for Biomedicine","created":"2026-03-01","cited_by_count":0,"area":"mllm"},{"id":"2603.27176","title":"MEDIC-AD: Towards Medical Vision-Language Model's Clinical Intelligence","created":"2026-03-28","cited_by_count":0,"area":"mllm"},{"id":"2605.05810","title":"CXR-ContraBench: Benchmarking Negated-Option Attraction in Medical VLMs","created":"2026-05-07","cited_by_count":0,"area":"mllm"},{"id":"2606.06760","title":"MedSIGHT: Towards Grounded Visual Comprehension in Medical Large Vision-Language Models","created":"2026-06-04","cited_by_count":0,"area":"mllm"},{"id":"2606.21194","title":"MEDLAYXPLAIN: Benchmarking the Expert-Lay Gap in Medical Vision-Language Models","created":"2026-06-19","cited_by_count":0,"area":"mllm"},{"id":"2607.21970","title":"TextSLIP: Text Self-Supervised CLIP for Medical Report Generation","created":"2026-07-24","cited_by_count":0,"area":"mllm"},{"id":"2607.28696","title":"Mitigating Class-Tail Undercoverage in Medical Vision-Language Models under Clinical Shift","created":"2026-07-30","cited_by_count":0,"area":"mllm"},{"id":"2608.18937","title":"MedUAG: Unified Understanding and Generation for Medical Multimodal Models","created":"2026-08-19","cited_by_count":0,"area":"mllm"},{"id":"2609.04336","title":"MedProb: Probing Internal Representations of Vision-Language Models for Medical Question Answering","created":"2026-09-03","cited_by_count":0,"area":"mllm"}],"next_cursor":null}