[HTML][HTML] A narrative review on the validity of electronic health record-based research in epidemiology

MA Gianfrancesco… - BMC medical …, 2021 - bmcmedresmethodol.biomedcentral …
Electronic health records (EHRs) are widely used in epidemiological research, but the
validity of the results is dependent upon the assumptions made about the healthcare system …

[HTML][HTML] Characteristics and impact of US military blast-related mild traumatic brain injury: a systematic review

H Phipps, S Mondello, A Wilson, T Dittmer… - Frontiers in …, 2020 - frontiersin.org
As a result of armed conflict, head trauma from exposure to blasts is an increasing critical
health issue, particularly among military service members. Whilst numerous studies …

The National COVID Cohort Collaborative (N3C): rationale, design, infrastructure, and deployment

MA Haendel, CG Chute, TD Bennett… - Journal of the …, 2021 - academic.oup.com
Abstract Objective Coronavirus disease 2019 (COVID-19) poses societal challenges that
require expeditious data and knowledge sharing. Though organizational clinical data are …

[HTML][HTML] Deep patient: an unsupervised representation to predict the future of patients from the electronic health records

R Miotto, L Li, BA Kidd, JT Dudley - Scientific reports, 2016 - nature.com
Secondary use of electronic health records (EHRs) promises to advance clinical research
and better inform clinical decision making. Challenges in summarizing and representing …

[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 …

Deepcare: A deep dynamic memory model for predictive medicine

T Pham, T Tran, D Phung, S Venkatesh - … , New Zealand, April 19-22, 2016 …, 2016 - Springer
Personalized predictive medicine necessitates modeling of patient illness and care
processes, which inherently have long-term temporal dependencies. Healthcare …

[HTML][HTML] Clinical data reuse or secondary use: current status and potential future progress

SM Meystre, C Lovis, T Bürkle… - Yearbook of medical …, 2017 - thieme-connect.com
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 …

“Big data” and the electronic health record

MK Ross, W Wei… - Yearbook of medical …, 2014 - thieme-connect.com
Objectives: Implementation of Electronic Health Record (EHR) systems continues to expand.
The massive number of patient encounters results in high amounts of stored data …

The secondary use of electronic health records for data mining: Data characteristics and challenges

T Sarwar, S Seifollahi, J Chan, X Zhang… - ACM Computing …, 2022 - dl.acm.org
The primary objective of implementing Electronic Health Records (EHRs) is to improve the
management of patients' health-related information. However, these records have also been …

Using a federated network of real-world data to optimize clinical trials operations

U Topaloglu, MB Palchuk - JCO clinical cancer informatics, 2018 - ascopubs.org
Clinical trials, whether industry, cooperative group sponsored, or investigator initiated, have
an unacceptable rate of failure as a result of the inability to recruit sufficient numbers of …