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Google Says You Don’t Need Doctors! I have doubts
Latest   Machine Learning

Google Says You Don’t Need Doctors! I have doubts

Last Updated on July 17, 2023 by Editorial Team

Author(s): Dr. Mandar Karhade, MD. PhD.

Originally published on Towards AI.

An ML-based approach to better characterize lung diseases.

Understanding the complex interplay between genetics and the environment can help us better predict and prevent diseases. To achieve this understanding, large national efforts such as the UK Biobank have amassed vast amounts of clinical measurements, spanning hundreds of thousands of individuals. To make the most of this information, we need to represent it as succinct, informative labels about meaningful diseases and traits, a process called phenotyping.

In the past, we have successfully used ML models to quickly phenotype retinal diseases. However, these models required labels from expert clinicians, which can be a limiting factor due to the time and expense… Read the full blog for free on Medium.

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