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Dermatology
Article
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Dermatology
Article . 2021 . Peer-reviewed
Data sources: Crossref
Dermatology
Article . 2022
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Dermatologic Research Potential of the Observational Health Data Sciences and Informatics (OHDSI) Network

Authors: Torunn Elise Sivesind; Taylor Runion; Megan Branda; Lisa M. Schilling; Robert P. Dellavalle;

Dermatologic Research Potential of the Observational Health Data Sciences and Informatics (OHDSI) Network

Abstract

<b><i>Background:</i></b> The Observational Health Data Sciences and Informatics (OHDSI) network enables access to billions of deidentified, standardized health records and built-in analytics software for observational health research, with numerous potential applications to dermatology. While the use of the OHDSI has increased steadily over the past several years, review of the literature reveals few studies utilizing OHDSI in dermatology. To our knowledge, the University of Colorado School of Medicine is unique in its use of OHDSI for dermatology big data research. <b><i>Summary:</i></b> A PubMed search was conducted in August 2020, followed by a literature review, with 24 of the 72 screened articles selected for inclusion. In this review, we discuss the ways OHDSI has been used to compile and analyze data, improve prediction and estimation capabilities, and inform treatment guidelines across specialties. We also discuss the potential for OHDSI in dermatology – specifically, ways that it could reveal adherence to available guidelines, establish standardized protocols, and ensure health equity. <b><i>Key Messages:</i></b> OHDSI has demonstrated broad utility in medicine. Adoption of OHDSI by the field of dermatology would facilitate big data research, allow for examination of current prescribing and treatment patterns without clear best practice guidelines, improve the dermatologic knowledge base and, by extension, improve patient outcomes.

Keywords

Big Data, Biomedical Research, Data Science, Humans, Dermatology, Medical Informatics

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
5
Top 10%
Top 10%
Average
bronze