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Medical AI

1040 directly classified papers

Papers per year

Papers

One Size Fits None: Rethinking Fairness in Medical AI ACL 2025
I3D-AE-LSTM: A 2-Stream Autoencoder for Action Quality Assessment using a Newly Created Cricket Batsman Video Dataset WACV 2025
Interactive Evaluation for Medical LLMs via Task-oriented Dialogue System COLING 2025
Process-Supervised Reward Models for Verifying Clinical Note Generation: A Scalable Approach Guided by Domain Expertise EMNLP 2025
Efficient and Robust Semi-supervised Estimation of Average Treatment Effect with Partially Annotated Treatment and Response JMLR 2025
MeDiSumQA: Patient-Oriented Question-Answer Generation from Discharge Letters NAACL 2025
Differentially Private Integrated Decision Gradients (IDG-DP) for Radar-Based Human Activity Recognition WACV 2025
MNLP at PerAnsSumm: A Classifier-Refiner Architecture for Improving the Classification of Consumer Health User Responses NAACL 2025
Bridging the Gap: Inclusive Artificial Intelligence for Patient-Oriented Language Processing in Conversational Agents in Healthcare NAACL 2025
Automated Clinical Data Extraction with Knowledge Conditioned LLMs COLING 2025
Evaluating Large Language Models on Health-Related Claims Across Arabic Dialects COLING 2025
How Can We Diagnose and Treat Bias in Large Language Models for Clinical Decision-Making? NAACL 2025
Benchmarking Large Language Models on Answering and Explaining Challenging Medical Questions NAACL 2025
ClinStructor: AI-Powered Structuring of Unstructured Clinical Texts IJCNLP 2025
Rethinking Cross-Subject Data Splitting for Brain-to-Text Decoding EMNLP 2025
Viability of Machine Translation for Healthcare in Low-Resourced Languages EMNLP 2025
DischargeSim: A Simulation Benchmark for Educational Doctor–Patient Communication at Discharge EMNLP 2025
From Scores to Steps: Diagnosing and Improving LLM Performance in Evidence-Based Medical Calculations EMNLP 2025
ReEvalMed: Rethinking Medical Report Evaluation by Aligning Metrics with Real-World Clinical Judgment EMNLP 2025
MultiMed-ST: Large-scale Many-to-many Multilingual Medical Speech Translation EMNLP 2025
RareSyn: Health Record Synthesis for Rare Disease Diagnosis EMNLP 2025
AI Chatbots as Professional Service Agents: Developing a Professional Identity EMNLP 2025
Knowledge-Aware Co-Reasoning for Multidisciplinary Collaboration EMNLP 2025
Med-PRM: Medical Reasoning Models with Stepwise, Guideline-verified Process Rewards EMNLP 2025
Cross-Subject Mind Decoding from Inaccurate Representations ICCV 2025