Medical AI

Questioning Our Questions: How Well Do Medical QA Benchmarks Evaluate Clinical Capabilities of Language Models? ACL 2025 RADAR: Enhancing Radiology Report Generation with Supplementary Knowledge Injection ACL 2025 Radiology Report Generation via Multi-objective Preference Optimization AAAI 2025 RadQA-DPO: A Radiology Question Answering System with Encoder-Decoder Models Enhanced by Direct Preference Optimization ACL 2025 RareSyn: Health Record Synthesis for Rare Disease Diagnosis EMNLP 2025 razreshili at ArchEHR-QA 2025: Contrastive Fine-Tuning for Retrieval-Augmented Biomedical QA ACL 2025 Reasoning-Based Approach with Chain-of-Thought for Alzheimer’s Detection Using Speech and Large Language Models Interspeech 2025 ReasonMed: A 370K Multi-Agent Generated Dataset for Advancing Medical Reasoning EMNLP 2025 RedactOR: An LLM-Powered Framework for Automatic Clinical Data De-Identification ACL 2025 ReDepress: A Cognitive Framework for Detecting Depression Relapse from Social Media EMNLP 2025 ReEvalMed: Rethinking Medical Report Evaluation by Aligning Metrics with Real-World Clinical Judgment EMNLP 2025 Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition Interspeech 2025 Reinforcement Learning for Control of Non-Markovian Cellular Population Dynamics ICLR 2025 Relationship between objective and subjective perceptual measures of speech in individuals with head and neck cancer Interspeech 2025 Remote Photoplethysmography in Real-World and Extreme Lighting Scenarios CVPR 2025 Resolution-Alignment-Completion of Tabular Electronic Health Records via Meta-Path Generative Sampling ACL 2025 Rethinking Cross-Subject Data Splitting for Brain-to-Text Decoding EMNLP 2025 Retrieval-Augmented Generation Meets Local Languages for Improved Drug Information Access and Comprehension. ACL 2025 Revisiting Deep Archetypal Analysis for Phenotype Discovery in High Content Imaging WACV 2025 Revisiting WFST-based Hybrid Japanese Speech Recognition System for Individuals with Organic Speech Disorders Interspeech 2025 RhythmMamba: Fast, Lightweight, and Accurate Remote Physiological Measurement AAAI 2025 ROBOTO2: An Interactive System and Dataset for LLM-assisted Clinical Trial Risk of Bias Assessment EMNLP 2025 Robust and Adaptive AI Models for Medication Usage Forecasting Using ICD-9/10 Code (Student Abstract) AAAI 2025 RuCCoD: Towards Automated ICD Coding in Russian EMNLP 2025 SciClaims: An End-to-End Generative System for Biomedical Claim Analysis EMNLP 2025