Type:
Preconference Forum
Session ID:
AI-3
Title:
Accelerating Digital Healthcare Innovations with Generative AI
Cost:
This session is part of the AI in Healthcare Forum agenda, and requires additional registration.
Description:
Generative AI is pivotal in advancing digital healthcare, automating tasks, enhancing clinical decisions, and fostering innovation. The paradigm shift towards personalized care is accelerated by Generative AI, opening new avenues for tailored medical interventions. Dr. Sharma’s presentation explores foundational NLP models, crucial for extracting medical concepts from free-text reports. Addressing healthcare challenges, Dr. Sharma highlights their application in comprehending clinical terminology, extracting specialty-specific facts, and using transfer learning to minimize task-specific annotation. Dr. Sharma delves into generative large language models’ (LLMs) proficiency in understanding extensive healthcare data, setting the stage for responsible integration into clinical practice and emphasizing ethical considerations.