TY - JOUR
T1 - Biomedical informatics advancing the national health agenda
T2 - The AMIA 2015 year-in-review in clinical and consumer informatics
AU - Roberts, Kirk
AU - Boland, Mary Regina
AU - Pruinelli, Lisiane
AU - Dcruz, Jina
AU - Berry, Andrew
AU - Georgsson, Mattias
AU - Hazen, Rebecca
AU - Sarmiento, Raymond F.
AU - Backonja, Uba
AU - Yu, Kun Hsing
AU - Jiang, Yun
AU - Brennan, Patricia Flatley
N1 - Publisher Copyright:
© 2016 The Author 2016. Published by Oxford University Press on behalf of the American Medical Informatics Association. All rights reserved. For Permissions, please email: [email protected].
PY - 2017/4/1
Y1 - 2017/4/1
N2 - The field of biomedical informatics experienced a productive 2015 in terms of research. In order to highlight the accomplishments of that research, elicit trends, and identify shortcomings at a macro level, a 19-person team conducted an extensive review of the literature in clinical and consumer informatics. The result of this process included a year-in-review presentation at the American Medical Informatics Association Annual Symposium and a written report (see supplemental data). Key findings are detailed in the report and summarized here. This article organizes the clinical and consumer health informatics research from 2015 under 3 themes: the electronic health record (EHR), the learning health system (LHS), and consumer engagement. Key findings include the following: (1) There are significant advances in establishing policies for EHR feature implementation, but increased interoperability is necessary for these to gain traction. (2) Decision support systems improve practice behaviors, but evidence of their impact on clinical outcomes is still lacking. (3) Progress in natural language processing (NLP) suggests that we are approaching but have not yet achieved truly interactive NLP systems. (4) Prediction models are becoming more robust but remain hampered by the lack of interoperable clinical data records. (5) Consumers can and will use mobile applications for improved engagement, yet EHR integration remains elusive.
AB - The field of biomedical informatics experienced a productive 2015 in terms of research. In order to highlight the accomplishments of that research, elicit trends, and identify shortcomings at a macro level, a 19-person team conducted an extensive review of the literature in clinical and consumer informatics. The result of this process included a year-in-review presentation at the American Medical Informatics Association Annual Symposium and a written report (see supplemental data). Key findings are detailed in the report and summarized here. This article organizes the clinical and consumer health informatics research from 2015 under 3 themes: the electronic health record (EHR), the learning health system (LHS), and consumer engagement. Key findings include the following: (1) There are significant advances in establishing policies for EHR feature implementation, but increased interoperability is necessary for these to gain traction. (2) Decision support systems improve practice behaviors, but evidence of their impact on clinical outcomes is still lacking. (3) Progress in natural language processing (NLP) suggests that we are approaching but have not yet achieved truly interactive NLP systems. (4) Prediction models are becoming more robust but remain hampered by the lack of interoperable clinical data records. (5) Consumers can and will use mobile applications for improved engagement, yet EHR integration remains elusive.
KW - biomedical informatics
KW - consumer engagement
KW - electronic health records
KW - learning health system
KW - year in review
UR - http://www.scopus.com/inward/record.url?scp=85019160724&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85019160724&partnerID=8YFLogxK
U2 - 10.1093/jamia/ocw103
DO - 10.1093/jamia/ocw103
M3 - Article
C2 - 27497798
AN - SCOPUS:85019160724
SN - 1067-5027
VL - 24
SP - e185-e190
JO - Journal of the American Medical Informatics Association
JF - Journal of the American Medical Informatics Association
IS - e1
ER -