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Medical AI

1040 directly classified papers

Papers per year

Papers

Team:PULSAR at ProbSum 2023:PULSAR: Pre-training with Extracted Healthcare Terms for Summarising Patients’ Problems and Data Augmentation with Black-box Large Language Models ACL 2023

Team Converge at ProbSum 2023: Abstractive Text Summarization of Patient Progress Notes ACL 2023

shs-nlp at RadSum23: Domain-Adaptive Pre-training of Instruction-tuned LLMs for Radiology Report Impression Generation ACL 2023

Investigating Massive Multilingual Pre-Trained Machine Translation Models for Clinical Domain via Transfer Learning ACL 2023

Tracking the Evolution of Covid-19 Symptoms through Clinical Conversations ACL 2023

Hindi Chatbot for Supporting Maternal and Child Health Related Queries in Rural India ACL 2023

Multi-Task Training with In-Domain Language Models for Diagnostic Reasoning ACL 2023

Context-aware Medication Event Extraction from Unstructured Text ACL 2023

Who needs context? Classical techniques for Alzheimer’s disease detection ACL 2023

Knowledge Injection for Disease Names in Logical Inference between Japanese Clinical Texts ACL 2023

Can Large Language Models Safely Address Patient Questions Following Cataract Surgery? ACL 2023

Automated Orthodontic Diagnosis from a Summary of Medical Findings ACL 2023

Rare Codes Count: Mining Inter-code Relations for Long-tail Clinical Text Classification ACL 2023

A Survey of Evaluation Methods of Generated Medical Textual Reports ACL 2023

SemEval-2023 Task 8: Causal Medical Claim Identification and Related PIO Frame Extraction from Social Media Posts ACL 2023

Improving Dutch Vaccine Hesitancy Monitoring via Multi-Label Data Augmentation with GPT-3.5 ACL 2023

Clinical Contradiction Detection EMNLP 2023

Appraising the Potential Uses and Harms of LLMs for Medical Systematic Reviews EMNLP 2023

PlugMed: Improving Specificity in Patient-Centered Medical Dialogue Generation using In-Context Learning EMNLP 2023

Self-Supervised Graph Learning for Long-Tailed Cognitive Diagnosis AAAI 2023

ScatterFormer: Locally-Invariant Scattering Transformer for Patient-Independent Multispectral Detection of Epileptiform Discharges AAAI 2023

Learning Motion-Robust Remote Photoplethysmography through Arbitrary Resolution Videos AAAI 2023

Detecting Sources of Healthcare Associated Infections AAAI 2023

Securing Lifelines: Safe Delivery of Critical Services in Areas with Volatile Security Situation via a Stackelberg Game Approach AAAI 2023

Learning to Defer with Limited Expert Predictions AAAI 2023