From Data to Knowledge: An Introduction to Biomedical Informatics

Research output: Chapter in Book/Report/Conference proceedingChapterpeer-review

Abstract

The field of Biomedical Informatics (BMI) is concerned with multimethod approaches to generating contextualized information and actionable knowledge from a variety of biological and healthcare-relevant data types. In doing so, BMI practitioners adopt and adapt a number of methods drawn from the computational, quantitative, and qualitative sciences. In this chapter, we provide an overview of such methods and a rationale for how they can be applied to address driving biological and clinical problems. Such use cases span a range from the biomolecular characterization of disease states to the comprehensive phenotyping of patients to the promotion of population health. In doing so, we hope to equip readers with the ability to critically understand and evaluate the use of multimethod approaches as are commonly encountered in the aforementioned application areas.

Original languageEnglish
Title of host publicationGenomic and Precision Medicine
Subtitle of host publicationFoundations, Translation, and Implementation: Third Edition
PublisherElsevier Inc.
Pages89-104
Number of pages16
ISBN (Print)9780128006818
DOIs
StatePublished - Jan 1 2017

Keywords

  • Biomedical informatics
  • Computer science
  • Data science
  • Evaluation
  • Qualitative research
  • Research design

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