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Medical AI

274 directly classified papers

Papers per year

Papers

Almost Clinical: Linguistic properties of synthetic electronic health records EACL 2026
TRUST: Time-Domain Residual Unsupervised Stability Technique for Improved Heart Rate Estimation WACV 2025
Switching State Space Modeling via Constrained Inference for Clinical Outcome Prediction MLHC 2025
Robust and Adaptive AI Models for Medication Usage Forecasting Using ICD-9/10 Code (Student Abstract) AAAI 2025
Towards Understanding LLM-Generated Biomedical Lay Summaries NAACL 2025
MOD-KG: MultiOrgan Diagnosis Knowledge Graph IJCNLP 2025
LAB-KG: A Retrieval-Augmented Generation Method with Knowledge Graphs for Medical Lab Test Interpretation COLING 2025
Automatic Scoring of an Open-Response Measure of Advanced Mind-Reading Using Large Language Models NAACL 2025
DeCorrNet: Enhancing Neural Decoding Performance by Eliminating Correlations in Noise AAAI 2025
Developing a Postgraduate Program for AI in Medicine with Kern’s Six-Step Curriculum Development Approach in Singapore AAAI 2025
MedThink: A Rationale-Guided Framework for Explaining Medical Visual Question Answering NAACL 2025
Huatuo-26M, a Large-scale Chinese Medical QA Dataset NAACL 2025
SFMSS: Service Flow aware Medical Scenario Simulation for Conversational Data Generation NAACL 2025
Navigating Ethical Challenges in NLP: Hands-on strategies for students and researchers ACL 2025
NSD-Imagery: A Benchmark Dataset for Extending fMRI Vision Decoding Methods to Mental Imagery CVPR 2025
ClinStructor: AI-Powered Structuring of Unstructured Clinical Texts IJCNLP 2025
A Japanese Language Model and Three New Evaluation Benchmarks for Pharmaceutical NLP IJCNLP 2025
On Large Foundation Models and Alzheimer’s Disease Detection NAACL 2025
A Survey on LLM-Assisted Clinical Trial Recruitment IJCNLP 2025
Using LLMs to improve RL policies in personalized health adaptive interventions NAACL 2025
Evaluating Large Language Models on Health-Related Claims Across Arabic Dialects COLING 2025
ControlMed: Adding Reasoning Control to Medical Language Model IJCNLP 2025
GEMeX: A Large-Scale, Groundable, and Explainable Medical VQA Benchmark for Chest X-ray Diagnosis ICCV 2025
Decode Like a Clinician: Enhancing LLM Fine-Tuning with Temporal Structured Data Representation IJCNLP 2025
razreshili at ArchEHR-QA 2025: Contrastive Fine-Tuning for Retrieval-Augmented Biomedical QA ACL 2025