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16min chapter
🩻 AI in Medical Devices & Medicine with Mila Orlovsky
The MLOps Podcast
Advancing Medical AI with Machine Learning Techniques
This chapter explores the integration of machine learning in the medical field to enhance patient care quality and streamline clinical processes. It discusses various machine learning techniques such as computer vision, NLP, and time series analysis in medical care, emphasizing the challenges in scoping projects due to the complexities of target variables. The conversation also delves into the unique challenges of working with medical data, highlighting issues such as data variability, lack of granularity, and the importance of data validation through cross-referencing with clinical processes.
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