Clinical

Do Large Language Models Know When Not to Answer in Medical QA? EMNLP 2025 Do LLMs Give Psychometrically Plausible Responses in Educational Assessments? ACL 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 Dr. Tongue: Sign-Oriented Multi-label Detection for Remote Tongue Diagnosis AAAI 2025 Dual-calibrated Co-training Framework for Personalized Federated Semi-Supervised Medical Image Segmentation AAAI 2025 DuoFormer: Leveraging Hierarchical Visual Representations by Local and Global Attention MIDL 2025 DuSSS: Dual Semantic Similarity-Supervised Vision-Language Model for Semi-Supervised Medical Image Segmentation AAAI 2025 Dynamical Modeling of Behaviorally Relevant Spatiotemporal Patterns in Neural Imaging Data ICML 2025 EAGLE: Expert-Guided Self-Enhancement for Preference Alignment in Pathology Large Vision-Language Model ACL 2025 EchoDFKD: Data-Free Knowledge Distillation for Cardiac Ultrasound Segmentation using Synthetic Data WACV 2025 EchoGPT: An Interactive Cardiac Function Assessment Model for Echocardiogram Videos IJCAI 2025 EchoWorld: Learning Motion-Aware World Models for Echocardiography Probe Guidance CVPR 2025 Effective Disjoint Representational Learning for Anatomical Segmentation MIDL 2025 Effective Multi-Task Learning for Biomedical Named Entity Recognition ACL 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