Medical AI

AutoCT: Automating Interpretable Clinical Trial Prediction with LLM Agents EMNLP 2025 Automated Clinical Data Extraction with Knowledge Conditioned LLMs COLING 2025 Automatic Detection and Sub-typing of Primary Progressive Aphasia from Speech: Integrating Task-Specific Features and Spatio-Semantic Graphs Interspeech 2025 Automatic Scoring of an Open-Response Measure of Advanced Mind-Reading Using Large Language Models NAACL 2025 Automating Intervention Discovery from Scientific Literature: A Progressive Ontology Prompting and Dual-LLM Framework IJCAI 2025 AutoPsyC: Automatic Recognition of Psychodynamic Conflicts from Semi-structured Interviews with Large Language Models NAACL 2025 BDA-UC3M @ BioLaySumm: Efficient Lay Summarization with Small-Scale SoTA LLMs ACL 2025 Benchmarking IsiXhosa Automatic Speech Recognition and Machine Translation for Digital Health Provision NAACL 2025 Benchmarking Large Language Models on Answering and Explaining Challenging Medical Questions NAACL 2025 Benchmarking zero-shot biomedical relation triplet extraction across language model architectures ACL 2025 Beyond De-Identification: A Structured Approach for Defining and Detecting Indirect Identifiers in Medical Texts NAACL 2025 Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer’s Disease Detection Interspeech 2025 Beyond Sensor Data: Foundation Models of Behavioral Data from Wearables Improve Health Predictions ICML 2025 Bias in Danish Medical Notes: Infection Classification of Long Texts Using Transformer and LSTM Architectures Coupled with BERT NAACL 2025 BioHopR: A Benchmark for Multi-Hop, Multi-Answer Reasoning in Biomedical Domain ACL 2025 BIOPSY - Biomarkers In Oncology: Pipeline for Structured Yielding EMNLP 2025 Breaking Data Silos in Parkinson’s Disease Diagnosis: An Adaptive Federated Learning Approach for Privacy-Preserving Facial Expression Analysis AAAI 2025 Bridging the Gap: Inclusive Artificial Intelligence for Patient-Oriented Language Processing in Conversational Agents in Healthcare NAACL 2025 Building Trust in Clinical LLMs: Bias Analysis and Dataset Transparency EMNLP 2025 Can Multimodal Foundation Models Help Analyze Child-Inclusive Autism Diagnostic Videos? Interspeech 2025 Can Speech Accurately Detect Depression in Patients With Comorbid Dementia? An Approach for Mitigating Confounding Effects of Depression and Dementia Interspeech 2025 Can We Reconstruct a Dysarthric Voice with the Large Speech Model Parler TTS? Interspeech 2025 Can We Trust AI Doctors? A Survey of Medical Hallucination in Large Language and Large Vision-Language Models ACL 2025 CareBot: A Pioneering Full-Process Open-Source Medical Language Model AAAI 2025 CaseReportCollective: A Large-Scale LLM-Extracted Dataset for Structured Medical Case Reports ACL 2025