2 papers
cs.LG2024
Evidence Is All You Need: Ordering Imaging Studies via Language Model Alignment with the ACR Appropriateness Criteria
Michael S. Yao, Allison Chae, Charles E. Kahn +4
Diagnostic imaging studies are an increasingly important component of the workup and management of acutely presenting patients. However, ordering appropriate imaging studies accord…
cs.LG2023
Multimodal Machine Learning in Image-Based and Clinical Biomedicine: Survey and Prospects
Elisa Warner, Joonsang Lee, William Hsu +4
Machine learning (ML) applications in medical artificial intelligence (AI) systems have shifted from traditional and statistical methods to increasing application of deep learning…