Open-Source Large Language Models in Radiology: A Review and Tutorial for Practical Research and Clinical Deployment
Cody Savage, Adway Kanhere, Vishwa S. Parekh, Curtis P. Langlotz, Anupam Joshi, Heng Huang, Florence X. Doo
Abstract
. In addition, this article compares the benefits and drawbacks of open-source and proprietary LLMs, discusses the differentiating characteristics of popular open-source LLMs, and highlights recent advancements that may affect their adoption.
Topics & Concepts
MedicineSoftware deploymentFoundation (evidence)Open sourceMedical physicsRadiologyData scienceSoftware engineeringSoftwareComputer scienceProgramming languageArchaeologyHistoryArtificial Intelligence in Healthcare and EducationRadiomics and Machine Learning in Medical ImagingRadiology practices and education