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We consider the effects of "precision" screening policies for cancer guided by algorithms. We first show that complex … machine learning models can indeed predict cancer better than simpler models that use established risk factors. We then tackle … the evaluation challenge: an algorithm that can predict cancer in a hold-out set only establishes predictability; it does …
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We present new evidence on the relationship between health behaviors and experimental measures of risk and time preferences and introduce evidence that perceived control - a measure incorporated from the health psychology literature - is a stronger and more consistent predictor of health...
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"This book focuses on using non-invasive biomedical sensor devices, IOT solutions, and knowledge database solutions for pre-screening of diseases so that the risk of disease is reduced, or it can be detected early enough to treat the disease most effectively"--Provided by publisher.
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