Medical AI

LLMs Can Simulate Standardized Patients via Agent Coevolution ACL 2025 LMU at PerAnsSumm 2025: LlaMA-in-the-loop at Perspective-Aware Healthcare Answer Summarization Task 2.2 Factuality NAACL 2025 Local Interference: Removing Interference Bias in Semi-Parametric Causal Models CLeaR 2025 Location-Aware Target Speaker Extraction for Hearing Aids Interspeech 2025 Loyola at ArchEHR-QA 2025: Exploring Unsupervised Attribution of Generated Text: Attention and Clustering-Based Methods ACL 2025 MarkovType: A Markov Decision Process Strategy for Non-Invasive Brain-Computer Interfaces Typing Systems AAAI 2025 MDFG: Multi-Dimensional Fine-Grained Modeling for Fatigue Detection AAAI 2025 Measuring Cross-Modal Interactions in Multimodal Models AAAI 2025 Measuring Mental Health Variables in Computational Research: Toward Validated, Dimensional, and Transdiagnostic Approaches NAACL 2025 MedCite: Can Language Models Generate Verifiable Text for Medicine? ACL 2025 MEDDxAgent: A Unified Modular Agent Framework for Explainable Automatic Differential Diagnosis ACL 2025 MeDiSumQA: Patient-Oriented Question-Answer Generation from Discharge Letters 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 MedSummRAG: Domain-Specific Retrieval for Medical Summarization ACL 2025 MedThink: A Rationale-Guided Framework for Explaining Medical Visual Question Answering NAACL 2025 MedXpertQA: Benchmarking Expert-Level Medical Reasoning and Understanding ICML 2025 MEPNet: Medical Entity-Balanced Prompting Network for Brain CT Report Generation AAAI 2025 MIRAGES at BioLaySumm2025: The Impact of Search Terms and Data Curation for Biomedical Lay Summarization ACL 2025 Mitigating Confounding in Speech-Based Dementia Detection through Weight Masking ACL 2025 MNLP at PerAnsSumm: A Classifier-Refiner Architecture for Improving the Classification of Consumer Health User Responses NAACL 2025 Monte Carlo ExtremalMask: Uncertainty Aware Time Series Model Interpretability For Critical Care Applications MLHC 2025 Multilingual NLP for African Healthcare: Bias, Translation, and Explainability Challenges ACL 2025 MultiMed: Multilingual Medical Speech Recognition via Attention Encoder Decoder ACL 2025