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Medical AI

1040 directly classified papers

Papers per year

Papers

AdaBioBERT: Adaptive Token Sequence Learning for Biomedical Named Entity Recognition ACL 2025
JEBS: A Fine-grained Biomedical Lexical Simplification Task ACL 2025
Gender-Neutral Large Language Models for Medical Applications: Reducing Bias in PubMed Abstracts ACL 2025
Enhancing Antimicrobial Drug Resistance Classification by Integrating Sequence-Based and Text-Based Representations ACL 2025
CaseReportCollective: A Large-Scale LLM-Extracted Dataset for Structured Medical Case Reports ACL 2025
Uncertainty Quantification for Clinical Outcome Predictions with (Large) Language Models NAACL 2025
CTPD: Cross-Modal Temporal Pattern Discovery for Enhanced Multimodal Electronic Health Records Analysis ACL 2025
Automated Clinical Data Extraction with Knowledge Conditioned LLMs COLING 2025
ClinStructor: AI-Powered Structuring of Unstructured Clinical Texts IJCNLP 2025
LLMs are not Zero-Shot Reasoners for Biomedical Information Extraction NAACL 2025
IRIS: Interpretable Retrieval-Augmented Classification for Long Interspersed Document Sequences ACL 2025
RADAR: Enhancing Radiology Report Generation with Supplementary Knowledge Injection ACL 2025
Delta-KNN: Improving Demonstration Selection in In-Context Learning for Alzheimer’s Disease Detection ACL 2025
ControlMed: Adding Reasoning Control to Medical Language Model IJCNLP 2025
Optimizing Vital Sign Monitoring in Resource-Constrained Maternal Care: An RL-Based Restless Bandit Approach AAAI 2025
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents ACL 2025
A Deployed Online Reinforcement Learning Algorithm in an Oral Health Clinical Trial AAAI 2025
Towards Omni-RAG: Comprehensive Retrieval-Augmented Generation for Large Language Models in Medical Applications ACL 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
PetEVAL: A veterinary free text electronic health records benchmark ACL 2025
Switching State Space Modeling via Constrained Inference for Clinical Outcome Prediction MLHC 2025
How Your Location Relates to Health: Variable Importance and Interpretable Machine Learning for Environmental and Sociodemographic Data AAAI 2025
Semi-Markovian Planning to Coordinate Aerial and Maritime Medical Evacuation Platforms AAAI 2025
DiaLLMs: EHR-Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction ACL 2025