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Medical AI

1,320 papers

Papers per year

5
7
102
283
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'25

Papers

Knowledge-Infused Learning for Developing a Mental Health Diagnostic Copilot in Healthcare Systems AAAI 2025
AI-Driven Personalized Fall Prevention for Older Adults AAAI 2025
SPASCA: Social Presence and Support with Conversational Agent for Persons Living with Dementia AAAI 2025
PRIORITY2REWARD: Incorporating Healthworker Preferences for Resource Allocation Planning AAAI 2025
ClinicalRAG: Automating Pharmaceutical Label Quality Control with Hierarchical RAG and Large Language Models AAAI 2025
The Impact of Auxiliary Patient Data on Automated Chest X-Ray Report Generation and How to Incorporate It ACL 2025
Aligning AI Research with the Needs of Clinical Coding Workflows: Eight Recommendations Based on US Data Analysis and Critical Review ACL 2025
AfriMed-QA: A Pan-African, Multi-Specialty, Medical Question-Answering Benchmark Dataset ACL 2025
Pattern Recognition or Medical Knowledge? The Problem with Multiple-Choice Questions in Medicine ACL 2025
NGQA: A Nutritional Graph Question Answering Benchmark for Personalized Health-aware Nutritional Reasoning ACL 2025
Focus on What Matters: Enhancing Medical Vision-Language Models with Automatic Attention Alignment Tuning ACL 2025
Mitigating Confounding in Speech-Based Dementia Detection through Weight Masking ACL 2025
TC–RAG: Turing–Complete RAG’s Case study on Medical LLM Systems ACL 2025
MEDDxAgent: A Unified Modular Agent Framework for Explainable Automatic Differential Diagnosis ACL 2025
Towards Omni-RAG: Comprehensive Retrieval-Augmented Generation for Large Language Models in Medical Applications ACL 2025
LLMs Can Simulate Standardized Patients via Agent Coevolution 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
Should I Believe in What Medical AI Says? A Chinese Benchmark for Medication Based on Knowledge and Reasoning ACL 2025
GerMedIQ: A Resource for Simulated and Synthesized Anamnesis Interview Responses in German ACL 2025
Navigating Ethical Challenges in NLP: Hands-on strategies for students and researchers ACL 2025