Medical AI

The Case for Cleaner Biosignals: High-fidelity Neural Compressor Enables Transfer from Cleaner iEEG to Noisier EEG ICLR 2025 The Disparate Benefits of Deep Ensembles ICML 2025 The Impact of Auxiliary Patient Data on Automated Chest X-Ray Report Generation and How to Incorporate It ACL 2025 The Interspeech 2025 Speech Accessibility Project Challenge Interspeech 2025 The Probability of Tiered Benefit: Partial Identification with Robust and Stable Inference CLeaR 2025 The Sound of Syntax: Finetuning and Comprehensive Evaluation of Language Models for Speech Pathology EMNLP 2025 TimelyMed: AI-Driven Clinical Course Attribution and Temporal Mapping for Psychiatric Medical Records IJCAI 2025 Toward Reliable Clinical Coding with Language Models: Verification and Lightweight Adaptation EMNLP 2025 Towards AI-Assisted Psychotherapy: Emotion-Guided Generative Interventions EMNLP 2025 Towards Omni-RAG: Comprehensive Retrieval-Augmented Generation for Large Language Models in Medical Applications ACL 2025 Towards Pre-training an Effective Respiratory Audio Foundation Model Interspeech 2025 Towards Regulatory-Confirmed Adaptive Clinical Trials: Machine Learning Opportunities and Solutions AISTATS 2025 Towards Temporally Explainable Dysarthric Speech Clarity Assessment Interspeech 2025 Towards Understanding LLM-Generated Biomedical Lay Summaries NAACL 2025 Training Recurrent Neural Networks with Inherent Missing Data for Wearable Device Applications (Student Abstract) AAAI 2025 TrajSurv: Learning Continuous Latent Trajectories from Electronic Health Records for Trustworthy Survival Prediction MLHC 2025 Transformer-Based Medical Statement Classification in Doctor-Patient Dialogues ACL 2025 TRUST: Time-Domain Residual Unsupervised Stability Technique for Improved Heart Rate Estimation WACV 2025 Trustworthy Medical Question Answering: An Evaluation-Centric Survey EMNLP 2025 Truth, Trust, and Trouble: Medical AI on the Edge EMNLP 2025 UIC at ArchEHR-QA 2025: Tri-Step Pipeline for Reliable Grounded Medical Question Answering ACL 2025 Uncertainty-Aware Prediction of Parkinson’s Disease Medication Needs: A Two-Stage Conformal Prediction Approach MLHC 2025 Uncertainty Quantification for Clinical Outcome Predictions with (Large) Language Models NAACL 2025 Understanding the Impact of Confidence in Retrieval Augmented Generation: A Case Study in the Medical Domain ACL 2025 UniBuc-SB at ArchEHR-QA 2025: A Resource-Constrained Pipeline for Relevance Classification and Grounded Answer Synthesis ACL 2025