Medical AI

Distribution-aware Fairness Learning in Medical Image Segmentation From A Control-Theoretic Perspective ICML 2025 DKITNLP at ArchEHR-QA 2025: A Retrieval Augmented LLM Pipeline for Evidence-Based Patient Question Answering ACL 2025 DMIS Lab at ArchEHR-QA 2025: Evidence-Grounded Answer Generation for EHR-based QA via a Multi-Agent Framework ACL 2025 Does Biomedical Training Lead to Better Medical Performance? ACL 2025 Does effortful speech production indicate communication difficulty caused by noise and hearing aid support? Interspeech 2025 Do Large Language Models Know When Not to Answer in Medical QA? EMNLP 2025 Domain-Informed Label Fusion Surpasses LLMs in Free-Living Activity Classification (Student Abstract) AAAI 2025 Do Multiple Instance Learning Models Transfer? ICML 2025 Double Debiased Machine Learning for Mediation Analysis with Continuous Treatments AISTATS 2025 Doubly Protected Estimation for Survival Outcomes Utilizing External Controls for Randomized Clinical Trials ICML 2025 Doubly Robust Conformalized Survival Analysis with Right-Censored Data ICML 2025 Doubly robust identification of treatment effects from multiple environments ICLR 2025 DPF-CM: A Data Processing Framework with Privacy-Preserving Vector Databases for Chinese Medical LLMs Training and Deployment EMNLP 2025 DrAgent: Empowering Large Language Models as Medical Agents for Multi-hop Medical Reasoning EMNLP 2025 Dr. Copilot: A Multi-Agent Prompt Optimized Assistant for Improving Patient-Doctor Communication in Romanian EMNLP 2025 Effect of physical exercise on voice in people living with COPD Interspeech 2025 Efficient and Robust Semi-supervised Estimation of Average Treatment Effect with Partially Annotated Treatment and Response JMLR 2025 Efficient and Robust Transfer Learning of Optimal Individualized Treatment Regimes with Right-Censored Survival Data JMLR 2025 egoPPG: Heart Rate Estimation from Eye-Tracking Cameras in Egocentric Systems to Benefit Downstream Vision Tasks ICCV 2025 ELAINE-medLLM: Lightweight English Japanese Chinese Trilingual Large Language Model for Bio-medical Domain COLING 2025 Empowering Healthcare Practitioners with Language Models: Structuring Speech Transcripts in Two Real-World Clinical Applications EMNLP 2025 EMRs2CSP : Mining Clinical Status Pathway from Electronic Medical Records ACL 2025 Enhancing Antimicrobial Drug Resistance Classification by Integrating Sequence-Based and Text-Based Representations ACL 2025 Enhancing Medical Dialogue Generation through Knowledge Refinement and Dynamic Prompt Adjustment ACL 2025 Enhancing Predictive Healthcare Using AI-Driven Early Warning Systems AAAI 2025