Medical AI

Overview of the BioLaySumm 2025 Shared Task on Lay Summarization of Biomedical Research Articles and Radiology Reports ACL 2025 Overview of the ClinIQLink 2025 Shared Task on Medical Question-Answering ACL 2025 PAMN: Multi-phase Correlation Modeling for Contrast-Enhanced 3D Medical Image Retrieval EMNLP 2025 PanicToCalm: A Proactive Counseling Agent for Panic Attacks EMNLP 2025 Patient-Aware Feature Alignment for Robust Lung Sound Classification: Cohesion-Separation and Global Alignment Losses Interspeech 2025 Pattern Recognition or Medical Knowledge? The Problem with Multiple-Choice Questions in Medicine ACL 2025 Personalized open world plan generation for safety-critical human centered autonomous systems: A case study on Artificial Pancreas EMNLP 2025 PersonaTwin: A Multi-Tier Prompt Conditioning Framework for Generating and Evaluating Personalized Digital Twins ACL 2025 Perspective: Leveraging Domain Knowledge for Tabular Machine Learning in the Medical Domain ACL 2025 PetEVAL: A veterinary free text electronic health records benchmark ACL 2025 Phonetic Posteriorgram-Based Phoneme Selection for Vocal Cord Disorder Classification in Continuous Mandarin Speech Interspeech 2025 PI-HMR: Towards Robust In-bed Temporal Human Shape Reconstruction with Contact Pressure Sensing CVPR 2025 Pitfalls and Limits in Automatic Dementia Assessment Interspeech 2025 Pluralistic Alignment for Healthcare: A Role-Driven Framework EMNLP 2025 Position: Retrieval-augmented systems can be dangerous medical communicators ICML 2025 PPGs-BERT: Leveraging Phoneme Sequence and BERT for Alzheimer’s Disease Detection from Spontaneous Speech Interspeech 2025 Predicting Depression in Screening Interviews from Interactive Multi-Theme Collaboration ACL 2025 Prefix-Enhanced Large Language Models with Reused Training Data in Multi-Turn Medical Dialogue NAACL 2025 Preliminary Evaluation of an Open-Source LLM for Lay Translation of German Clinical Documents NAACL 2025 Preserving AUC Fairness in Learning with Noisy Protected Groups ICML 2025 PRIORITY2REWARD: Incorporating Healthworker Preferences for Resource Allocation Planning AAAI 2025 Process-Supervised Reward Models for Verifying Clinical Note Generation: A Scalable Approach Guided by Domain Expertise EMNLP 2025 ProMedTS: A Self-Supervised, Prompt-Guided Multimodal Approach for Integrating Medical Text and Time Series ACL 2025 PS3: A Multimodal Transformer Integrating Pathology Reports with Histology Images and Biological Pathways for Cancer Survival Prediction ICCV 2025 Quantifying Treatment Effects: Estimating Risk Ratios via Observational Studies ICML 2025