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Lifestyle effects on health

Identifying lifestyle habits contributing to health resilience against viral infections and chronic illnesses

Goal
To identify lifestyle factors that affect health resilience to viral infections and other serious illnesses
Impact
Developing accurate and specific lifestyle guidelines based on real-world data analysis will result in wide adoption and improve public health
Collaborator(s)
Israel's Ministry of Health

Lifestyle choices are considered key in maintaining good health and resisting illness. It is believed that by adopting a “healthy lifestyle” one can build resilience to certain diseases; however, the exact parameters have not been completely identified and quantified. To facilitate clinical decisions for lifestyle changes and encourage positive and easier engagement of patients, we work to identify and map the lifestyle parameters that are associated with health resilience.

To identify lifestyle parameters directly affecting health, we compare healthy individuals to patients with clinical illnesses and associate distinguishing parameters. Our prediction models integrate longitudinal analysis of electronic health records (EMRs) data paired with documented lifestyle habits. We then quantify the effect lifestyle parameters bear on health resilience toward different diseases and infections.

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