
ML Innovation in Healthcare with Suchi Saria - #501
The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
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Integrating Machine Learning in Healthcare
This chapter explores the critical role of machine learning in healthcare, focusing on the necessity of a thorough discovery phase and validation for developing effective diagnostic tools. It examines the complexities of healthcare data and the integration of AI within clinical workflows, particularly in areas like sepsis management and diabetic retinopathy screening. The discussion emphasizes the evolution of AI applications and the importance of understanding causality and data generation to improve patient outcomes and streamline healthcare processes.
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