Precision Medicine and Machine Learning

Precision Medicine and Machine Learning

Precision Medicine and Machine Learning. Data science may be the future of personal medicine

Personalized, or precision, medicine has long been a touchstone for what the future of treatment could be. It consists of using knowledge specific to a patient, such as biomarkers, demographics, or lifestyle characteristics, to best treat their ailment, rather than generic, averaged best practices. In the best case, it could leverage the expertise of thousands of practitioners and outcomes from millions of other patients to provide proven, effective care.

Precision medicine has a number of benefits, both for the patient and physician (adapted from Fröhlich):

  1. Improved treatment efficacy
  2. Reduced adverse effects
  3. Lower costs for patient and providers
  4. Earlier diagnosis using biomarkers
  5. Improved prognosis estimation

data-science big-data precision-medicine machine-learning healthcare

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