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From hype to reality: data science enabling personalized medicine.

Holger FröhlichRudi BallingNiko BeerenwinkelOliver KohlbacherSantosh KumarThomas LengauerMarloes H MaathuisYves MoreauSusan A MurphyTeresa M PrzytyckaMichael RebhanHannes RöstAndreas SchuppertMatthias SchwabRainer SpangDaniel StekhovenJimeng SunAndreas WeberDaniel ZiemekBlaz Zupan
Published in: BMC medicine (2018)
There is a need for an interdisciplinary effort, including data scientists, physicians, patient advocates, regulatory agencies, and health insurance organizations. Partially unrealistic expectations and concerns about data science-based solutions need to be better managed. In parallel, computational methods must advance more to provide direct benefit to clinical practice.
Keyphrases
  • health insurance
  • electronic health record
  • clinical practice
  • public health
  • big data
  • primary care
  • healthcare
  • transcription factor
  • machine learning
  • case report
  • data analysis
  • deep learning
  • virtual reality