Overview
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Explore a 38-minute conference talk showcasing how Doral Health and Wellness, in collaboration with Percept Health, revolutionizes healthcare data management through a fully orchestrated health lakehouse. Learn about the integration of diverse data sources, including thousands of medical devices, using Databricks' Medallion Architecture and Unity Catalog features. Discover the implementation of DevOps, workflows, SQL warehouse, MLOps, and AutoML to ensure seamless data integrations and unparalleled performance. Gain insights into their tailored risk stratification algorithm and the application of generative AI and LLM models for targeted healthcare solutions. Understand how this innovative approach empowers providers, payers, and healthcare entities in critical areas such as risk adjustment, cost management, quality improvement, care management, remote patient monitoring, patient engagement, and clinical decision support. Presented by Hareesh Veldandi, Founder of Percept Health, this talk offers valuable insights for healthcare professionals and data scientists interested in leveraging data and AI to transform healthcare delivery and outcomes.
Syllabus
Unlock Data and AI Potential with a Fully Orchestrated Health Lakehouse
Taught by
Databricks