Artificial Intelligence

Medical Multimodal Model Stealing Attacks via Adversarial Domain Alignment AAAI 2025 Medical Spoken Named Entity Recognition NAACL 2025 Medical World Model ICCV 2025 MediConfusion: Can you trust your AI radiologist? Probing the reliability of multimodal medical foundation models ICLR 2025 medIKAL: Integrating Knowledge Graphs as Assistants of LLMs for Enhanced Clinical Diagnosis on EMRs COLING 2025 MeDiSumQA: Patient-Oriented Question-Answer Generation from Discharge Letters NAACL 2025 MediVLM: A Vision Language Model for Radiology Report Generation from Medical Images EMNLP 2025 MedOdyssey: A Medical Domain Benchmark for Long Context Evaluation Up to 200K Tokens NAACL 2025 MedPatch: Confidence-Guided Multi-Stage Fusion for Multimodal Clinical Data MLHC 2025 MedPlan: A Two-Stage RAG-Based System for Personalized Medical Plan Generation ACL 2025 Med-PRM: Medical Reasoning Models with Stepwise, Guideline-verified Process Rewards EMNLP 2025 MedRAX: Medical Reasoning Agent for Chest X-ray ICML 2025 MEDSAGE: Enhancing Robustness of Medical Dialogue Summarization to ASR Errors with LLM-generated Synthetic Dialogues AAAI 2025 MedSummRAG: Domain-Specific Retrieval for Medical Summarization ACL 2025 MedThink: A Rationale-Guided Framework for Explaining Medical Visual Question Answering NAACL 2025 MedTrinity-25M: A Large-scale Multimodal Dataset with Multigranular Annotations for Medicine ICLR 2025 MedTutor: A Retrieval-Augmented LLM System for Case-Based Medical Education EMNLP 2025 MedualTime: A Dual-Adapter Language Model for Medical Time Series-Text Multimodal Learning IJCAI 2025 Med-VRAgent: A Framework for Medical Visual Reasoning-Enhanced Agents EMNLP 2025 MedXpertQA: Benchmarking Expert-Level Medical Reasoning and Understanding ICML 2025 Meetalk: Retrieval-Augmented and Adaptively Personalized Meeting Summarization with Knowledge Learning from User Corrections ACL 2025 MEETING DELEGATE: Benchmarking LLMs on Attending Meetings on Our Behalf EMNLP 2025 MEET: Towards Memory-Efficient Temporal Sparse Deep Neural Networks CVPR 2025 MegaAgent: A Large-Scale Autonomous LLM-based Multi-Agent System Without Predefined SOPs ACL 2025 MEGA-Bench: Scaling Multimodal Evaluation to over 500 Real-World Tasks ICLR 2025