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medical image understanding

7 papers

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Co-occurring keywords · papers mentioning both

vision-language model (6) medical imaging (3) medical vision-language model (2) vision-language pre-training (2) zero-shot learning (2) abnormality detection (1) pixel grounding (1) medical vision-language pre-training (1) abnormal detection (1) abnormality localization (1)

Papers

A Tool Bottleneck Framework for Clinically-Informed and Interpretable Medical Image Understanding MIDL 2026 Beyond Single View: A Comprehensive Benchmark for Medical Multimodal Large Language Models on Multi-Image Understanding ACL 2026 FaNe: Towards Fine-Grained Cross-Modal Contrast with False-Negative Reduction and Text-Conditioned Sparse Attention AAAI 2026 Can Medical Vision-Language Pre-training Succeed with Purely Synthetic Data? ACL 2025 Improving Medical Large Vision-Language Models with Abnormal-Aware Feedback ACL 2025 MIMO: A Medical Vision Language Model with Visual Referring Multimodal Input and Pixel Grounding Multimodal Output CVPR 2025 MEDICAL IMAGE UNDERSTANDING WITH PRETRAINED VISION LANGUAGE MODELS: A COMPREHENSIVE STUDY ICLR 2023