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Medical AI

1040 directly classified papers

Papers per year

Papers

Detecting Social Engagement of Elderly From Lifelog Image-streams to Identify Effective Cues for Autobiographic Recall WACV 2026

Automated Suturing Skill Assessment in Robot-assisted Surgery from Endoscopic Videos using Clinically-guided Evaluation Criteria WACV 2026

Dual-Domain Multimodal Hyperbolic Fusion for Cardiopulmonary Disease Diagnosis in Emergency Care WACV 2026

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

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

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

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

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

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

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

ClinStructor: AI-Powered Structuring of Unstructured Clinical Texts IJCNLP 2025

Uncertainty Quantification for Clinical Outcome Predictions with (Large) Language Models NAACL 2025

LLMs are not Zero-Shot Reasoners for Biomedical Information Extraction NAACL 2025

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

ControlMed: Adding Reasoning Control to Medical Language Model IJCNLP 2025

Automated Clinical Data Extraction with Knowledge Conditioned LLMs COLING 2025

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

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

Switching State Space Modeling via Constrained Inference for Clinical Outcome Prediction MLHC 2025

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

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