Medical AI

MultiMed-ST: Large-scale Many-to-many Multilingual Medical Speech Translation EMNLP 2025 Multimodal Biomarkers for Schizophrenia: Towards Individual Symptom Severity Estimation Interspeech 2025 Multimodal Cancer Survival Analysis via Hypergraph Learning with Cross-Modality Rebalance IJCAI 2025 Multi-modal Medical Diagnosis via Large-small Model Collaboration CVPR 2025 Multimodal Speech-Based Biomarkers Outperform the ALS Functional Rating Scale in Predicting Individual Disease Progression in ALS Interspeech 2025 MVP: Multi-source Voice Pathology detection Interspeech 2025 Natural Language Processing in Support of Evidence-based Medicine: A Scoping Review ACL 2025 Navigating Ethical Challenges in NLP: Hands-on strategies for students and researchers ACL 2025 Neural at ArchEHR-QA 2025: Agentic Prompt Optimization for Evidence-Grounded Clinical Question Answering ACL 2025 NeuralCohort: Cohort-aware Neural Representation Learning for Healthcare Analytics ICML 2025 Neurons: Emulating the Human Visual Cortex Improves Fidelity and Interpretability in fMRI-to-Video Reconstruction ICCV 2025 NGQA: A Nutritional Graph Question Answering Benchmark for Personalized Health-aware Nutritional Reasoning ACL 2025 NSD-Imagery: A Benchmark Dataset for Extending fMRI Vision Decoding Methods to Mental Imagery CVPR 2025 NurseLLM: The First Specialized Language Model for Nursing EMNLP 2025 OccuTriage: An AI Agent Orchestration Framework for Occupational Health Triage Prediction ACL 2025 One Size Fits None: Rethinking Fairness in Medical AI ACL 2025 On Large Foundation Models and Alzheimer’s Disease Detection NAACL 2025 On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson’s Disease Medication State from Speech Interspeech 2025 On the Within-class Variation Issue in Alzheimer's Disease Detection Interspeech 2025 OpenMIBOOD: Open Medical Imaging Benchmarks for Out-Of-Distribution Detection CVPR 2025 OpenWHO: A Document-Level Parallel Corpus for Health Translation in Low-Resource Languages EMNLP 2025 Optimising Clinical Federated Learning through Mode Connectivity-based Model Aggregation AISTATS 2025 Optimizing Vital Sign Monitoring in Resource-Constrained Maternal Care: An RL-Based Restless Bandit Approach AAAI 2025 Out of the Box, into the Clinic? Evaluating State-of-the-Art ASR for Clinical Applications for Older Adults EMNLP 2025 Overview of the ArchEHR-QA 2025 Shared Task on Grounded Question Answering from Electronic Health Records ACL 2025