Big data analytics to improve cardiovascular care: promise and challenges

JS Rumsfeld, KE Joynt, TM Maddox - Nature Reviews Cardiology, 2016 - nature.com
The potential for big data analytics to improve cardiovascular quality of care and patient
outcomes is tremendous. However, the application of big data in health care is at a nascent …

Electronic health records-driven phenoty**: challenges, recent advances, and perspectives

J Pathak, AN Kho, JC Denny - Journal of the American Medical …, 2013 - academic.oup.com
With the completion of the Human Genome Project1 as well as recent advances in genomic
science and comparative biological studies, a new era of individualized medicine is evolving …

[HTML][HTML] A harmonized data quality assessment terminology and framework for the secondary use of electronic health record data

MG Kahn, TJ Callahan, J Barnard, AE Bauck, J Brown… - Egems, 2016 - ncbi.nlm.nih.gov
Objective: Harmonized data quality (DQ) assessment terms, methods, and reporting
practices can establish a common understanding of the strengths and limitations of …

Caveats for the use of operational electronic health record data in comparative effectiveness research

WR Hersh, MG Weiner, PJ Embi, JR Logan… - Medical care, 2013 - journals.lww.com
The growing amount of data in operational electronic health record systems provides
unprecedented opportunity for its reuse for many tasks, including comparative effectiveness …

[HTML][HTML] Possible sources of bias in primary care electronic health record data use and reuse

RA Verheij, V Curcin, BC Delaney… - Journal of medical Internet …, 2018 - jmir.org
Background Enormous amounts of data are recorded routinely in health care as part of the
care process, primarily for managing individual patient care. There are significant …

ACC/AHA/STS statement on the future of registries and the performance measurement enterprise: a report of the American College of Cardiology/American Heart …

Writing Committee Members, DL Bhatt… - … Quality and Outcomes, 2015 - Am Heart Assoc
1. Background This document was commissioned to provide a perspective on clinical
registries; to identify specific future opportunities for registries to comprise an informatics …

Using electronic health records data to identify patients with chronic pain in a primary care setting

TY Tian, I Zlateva, DR Anderson - Journal of the American …, 2013 - academic.oup.com
Objective To develop and validate an accurate method to identify patients with chronic pain
using electronic health records (EHR) data at a multisite community health center. Materials …

Using artificial intelligence to identify patients with migraine and associated symptoms and conditions within electronic health records

D Riskin, R Cady, A Shroff, NA Hindiyeh… - BMC Medical Informatics …, 2023 - Springer
Background Real-world evidence (RWE)—based on information obtained from sources
such as electronic health records (EHRs), claims and billing databases, product and disease …

A comparison of a multistate inpatient EHR database to the HCUP Nationwide Inpatient Sample

JP DeShazo, MA Hoffman - BMC health services research, 2015 - Springer
Background The growing availability of electronic health records (EHRs) in the US could
provide researchers with a more detailed and clinically relevant alternative to using claims …

Effect of pay-for-performance incentives on quality of care in small practices with electronic health records: a randomized trial

NS Bardach, JJ Wang, SF De Leon, SC Shih… - Jama, 2013 - jamanetwork.com
Importance Most evaluations of pay-for-performance (P4P) incentives have focused on large-
group practices. Thus, the effect of P4P in small practices, where many US residents receive …