TY - JOUR
T1 - Clinical Data Reuse or Secondary Use
T2 - Current Status and Potential Future Progress
AU - Meystre, S. M.
AU - Lovis, C.
AU - Bürkle, T.
AU - Tognola, G.
AU - Budrionis, A.
AU - Lehmann, C. U.
N1 - Publisher Copyright:
Georg Thieme Verlag KG Stuttgart.
PY - 2017/8/1
Y1 - 2017/8/1
N2 - Objective: To perform a review of recent research in clinical data reuse or secondary use, and envision future advances in this field. Methods: The review is based on a large literature search in MEDLINE (through PubMed), conference proceedings, and the ACM Digital Library, focusing only on research published between 2005 and early 2016. Each selected publication was reviewed by the authors, and a structured analysis and summarization of its content was developed. Results: The initial search produced 359 publications, reduced after a manual examination of abstracts and full publications. The following aspects of clinical data reuse are discussed: motivations and challenges, privacy and ethical concerns, data integration and interoperability, data models and terminologies, unstructured data reuse, structured data mining, clinical practice and research integration, and examples of clinical data reuse (quality measurement and learning healthcare systems). Conclusion: Reuse of clinical data is a fast-growing field recognized as essential to realize the potentials for high quality healthcare, improved healthcare management, reduced healthcare costs, population health management, and effective clinical research.
AB - Objective: To perform a review of recent research in clinical data reuse or secondary use, and envision future advances in this field. Methods: The review is based on a large literature search in MEDLINE (through PubMed), conference proceedings, and the ACM Digital Library, focusing only on research published between 2005 and early 2016. Each selected publication was reviewed by the authors, and a structured analysis and summarization of its content was developed. Results: The initial search produced 359 publications, reduced after a manual examination of abstracts and full publications. The following aspects of clinical data reuse are discussed: motivations and challenges, privacy and ethical concerns, data integration and interoperability, data models and terminologies, unstructured data reuse, structured data mining, clinical practice and research integration, and examples of clinical data reuse (quality measurement and learning healthcare systems). Conclusion: Reuse of clinical data is a fast-growing field recognized as essential to realize the potentials for high quality healthcare, improved healthcare management, reduced healthcare costs, population health management, and effective clinical research.
UR - http://www.scopus.com/inward/record.url?scp=85032830539&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85032830539&partnerID=8YFLogxK
U2 - 10.15265/IY-2017-007
DO - 10.15265/IY-2017-007
M3 - Review article
C2 - 28480475
AN - SCOPUS:85032830539
SN - 0943-4747
VL - 26
SP - 38
EP - 52
JO - Yearbook of medical informatics
JF - Yearbook of medical informatics
IS - 1
ER -