Integrating predictive analytics into high-value care: the dawn of precision delivery

RB Parikh, M Kakad, DW Bates - Jama, 2016 - jamanetwork.com
United States health care costs are twice as high as spending in most industrialized
countries. One key opportunity for health systems to improve value is by limiting overuse of …

Association of thyroid hormone treatment intensity with cardiovascular mortality among US veterans

JM Evron, SL Hummel, D Reyes-Gastelum… - JAMA Network …, 2022 - jamanetwork.com
Importance Cardiovascular disease is the leading cause of death in the United States.
Synthetic thyroid hormones are among the 3 most commonly prescribed medications, yet …

APOL1 risk variants, acute kidney injury, and death in participants with African ancestry hospitalized with COVID-19 from the Million Veteran Program

AM Hung, SC Shah, AG Bick, Z Yu… - JAMA internal …, 2022 - jamanetwork.com
Importance Coronavirus disease 2019 (COVID-19) confers significant risk of acute kidney
injury (AKI). Patients with COVID-19 with AKI have high mortality rates. Objective Individuals …

Social determinants and military veterans' suicide ideation and attempt: a cross-sectional analysis of electronic health record data

JR Blosnich, AE Montgomery, ME Dichter… - Journal of general …, 2020 - Springer
Background Health care systems struggle to identify risk factors for suicide. Adverse social
determinants of health (SDH) are strong predictors of suicide risk, but most electronic health …

Moving from discovery to system-wide change: the role of research in a learning health care system: experience from three decades of health systems research in the …

D Atkins, AM Kilbourne, D Shulkin - Annual review of public …, 2017 - annualreviews.org
The Veterans Health Administration is unique, functioning as an integrated health care
system that provides care to more than six million veterans annually and as a home to an …

Using electronic health records to generate phenotypes for research

SA Pendergrass, DC Crawford - Current protocols in human …, 2019 - Wiley Online Library
Electronic health records contain patient‐level data collected during and for clinical care.
Data within the electronic health record include diagnostic billing codes, procedure codes …

Identifying posttraumatic stress disorder and disparity among transgender veterans using nationwide veterans health administration electronic health record data

NA Livingston, KE Lynch, Z Hinds, E Gatsby… - LGBT health, 2022 - liebertpub.com
Purpose: The prevalence of posttraumatic stress disorder (PTSD) and other psychiatric
disorders is high among military veterans and even higher among transgender veterans …

Avoid being the Turkey: How big data analytics changes the game of strategy in times of ambiguity and uncertainty

M Van Rijmenam, T Erekhinskaya, J Schweitzer… - Long Range …, 2019 - Elsevier
In order for organisations to remain competitive in times of ambiguity and uncertainty, there
is a need to detect and anticipate unknown unknowns, also called 'black swans'. When …

Strategic issues of big data analytics applications for managing health-care sector: a systematic literature review and future research agenda

RK Singh, S Agrawal, A Sahu, Y Kazancoglu - The TQM Journal, 2023 - emerald.com
Purpose The proposed article is aimed at exploring the opportunities, challenges and
possible outcomes of incorporating big data analytics (BDA) into health-care sector. The …

Case studies for overcoming challenges in using big data in cancer

SM Sweeney, HK Hamadeh, N Abrams, SJ Adam… - Cancer research, 2023 - AACR
The analysis of big healthcare data has enormous potential as a tool for advancing oncology
drug development and patient treatment, particularly in the context of precision medicine …