Healthcare & Medicine › Clinical ›

Medical AI

1040 directly classified papers

Papers per year

Papers

Benchmarking zero-shot biomedical relation triplet extraction across language model architectures ACL 2025

Transformer-Based Medical Statement Classification in Doctor-Patient Dialogues ACL 2025

How Your Location Relates to Health: Variable Importance and Interpretable Machine Learning for Environmental and Sociodemographic Data AAAI 2025

MarkovType: A Markov Decision Process Strategy for Non-Invasive Brain-Computer Interfaces Typing Systems AAAI 2025

Semi-Markovian Planning to Coordinate Aerial and Maritime Medical Evacuation Platforms AAAI 2025

A Deployed Online Reinforcement Learning Algorithm in an Oral Health Clinical Trial AAAI 2025

Optimizing Vital Sign Monitoring in Resource-Constrained Maternal Care: An RL-Based Restless Bandit Approach AAAI 2025

Developing Multimodal Healthcare Foundation Model: From Data-driven to Knowledge-enhanced AAAI 2025

Enhancing Predictive Healthcare Using AI-Driven Early Warning Systems AAAI 2025

Towards Omni-RAG: Comprehensive Retrieval-Augmented Generation for Large Language Models in Medical Applications ACL 2025

VITAL: A New Dataset for Benchmarking Pluralistic Alignment in Healthcare ACL 2025

Delta-KNN: Improving Demonstration Selection in In-Context Learning for Alzheimer’s Disease Detection ACL 2025

RADAR: Enhancing Radiology Report Generation with Supplementary Knowledge Injection ACL 2025

IRIS: Interpretable Retrieval-Augmented Classification for Long Interspersed Document Sequences ACL 2025

DDxTutor: Clinical Reasoning Tutoring System with Differential Diagnosis-Based Structured Reasoning ACL 2025

Completing A Systematic Review in Hours instead of Months with Interactive AI Agents ACL 2025

CTPD: Cross-Modal Temporal Pattern Discovery for Enhanced Multimodal Electronic Health Records Analysis ACL 2025

JEBS: A Fine-grained Biomedical Lexical Simplification Task ACL 2025

MedCite: Can Language Models Generate Verifiable Text for Medicine? ACL 2025

Predicting Depression in Screening Interviews from Interactive Multi-Theme Collaboration ACL 2025

DiaLLMs: EHR-Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction ACL 2025

Enhancing Medical Dialogue Generation through Knowledge Refinement and Dynamic Prompt Adjustment ACL 2025

Retrieval-Augmented Generation Meets Local Languages for Improved Drug Information Access and Comprehension. ACL 2025

Understanding the Impact of Confidence in Retrieval Augmented Generation: A Case Study in the Medical Domain ACL 2025

CLARITY: Clinical Assistant for Routing, Inference, and Triage EMNLP 2025