RPS 1505 - Generative AI in radiology

Precision, Non-classifications, and Misclassifications of General and Medical Large Language Models in Liver Lesions Classification using LI-RADS from Unstructured Radiology Reports

Common Data Elements for Large Language Model Based Mammography Data Extraction

Evaluating the Performance of LLaMA 3.1 in Classifying Mammography Reports Based on BIRADS Scores

Evaluating local open-source large language models for data extraction from unstructured reports on mechanical thrombectomy in patients with ischemic stroke

Large language models in healthcare: DRAGON performance benchmark for clinical NLP

Implementing Local Large Language Models and using Clinical Data Warehouse for Clinical Summarization and Decision Support

Training and Evaluation of Sentence Transformer Model for Retrieval Augmented Generation on Radiology Reports

Large Language Models for Simplified Interventional Radiology Reports: A Comparative Analysis

Multi-center study on fine-tuning large language models to generate impressions from findings in CT radiology reports

Automated Radiology Controlling - Using Large Language Models for Prediction of Radiological Services based on Radiological Reports

Insights and Challenges in Implementing Vision Transformers for Thorax Radiography

Evaluating the Accuracy of Large Language Models in Generating Medical References for Radiology: A Comparative Study