Overview
Explore the integration of pre-trained LLMs with Vision Transformers for enhanced clinical image analysis in this Ray Summit 2024 presentation. Dive into Robert Berke's discussion on Kaiko.ai's multimodal clinical diagnostic app, which combines vLLM technology for processing both clinical text and images. Learn about the app's deployment in clinical research settings, its validation features, and real-time data processing capabilities. Discover how Ray Train and Ray Serve facilitate the conversion of multimodal data into clinical insights, potentially revolutionizing diagnostic workflows. Gain valuable insights into the practical application of AI technologies in healthcare and understand the impact of this innovative approach on clinical diagnostics.
Syllabus
Using Promptable Image Analysis for Clinical Diagnostics | Ray Summit 2024
Taught by
Anyscale