Visual analytics of electronic health records with a focus on acute kidney injury

SS Abdullah - 2020 - search.proquest.com
The increasing use of electronic platforms in healthcare has resulted in the generation of
unprecedented amounts of data in recent years. The amount of data available to clinical …

Electronic data systems and acute kidney injury

W Cheungpasitporn, K Kashani - Acute Kidney Injury-From Diagnosis to …, 2016 - karger.com
Acute kidney injury (AKI) is a serious condition that is associated with an increased risk of
death, long hospital stays, and high healthcare costs. The best chance of ameliorating the …

Utilities of electronic medical records to improve quality of care for acute kidney injury: past, present, future

K Kashani, V Herasevich - Nephron, 2015 - karger.com
Electronic health records (EHRs) have become an integrated part of medical practice in
most clinical settings around the world. Appropriate use of EHR potentially improves patient …

Visual analytics for electronic health records: a review

N Rostamzadeh, SS Abdullah, K Sedig - Informatics, 2021 - mdpi.com
The increasing use of electronic health record (EHR)-based systems has led to the
generation of clinical data at an unprecedented rate, which produces an untapped resource …

[HTML][HTML] Barriers to achieving economies of scale in analysis of EHR data

MP Sendak, S Balu, KA Schulman - Applied clinical informatics, 2017 - thieme-connect.com
Signed in 2009, the Health Information Technology for Economic and Clinical Health Act
infused $28 billion of federal funds to accelerate adoption of electronic health records …

Machine learning for identifying medication-associated acute kidney injury

SS Abdullah, N Rostamzadeh, K Sedig, DJ Lizotte… - Informatics, 2020 - mdpi.com
One of the prominent problems in clinical medicine is medication-induced acute kidney
injury (AKI). Avoiding this problem can prevent patient harm and reduce healthcare …

Visual analytics in healthcare–opportunities and research challenges

JJ Caban, D Gotz - Journal of the American Medical Informatics …, 2015 - academic.oup.com
As medical organizations modernize their operations, they are increasingly adopting
electronic health records (EHRs) and deploying new health information technology systems …

Predicting Acute Kidney Injury: A Machine Learning Approach Using Electronic Health Records

SS Abdullah, N Rostamzadeh, K Sedig, AX Garg… - Information, 2020 - mdpi.com
Acute kidney injury (AKI) is a common complication in hospitalized patients and can result in
increased hospital stay, health-related costs, mortality and morbidity. A number of recent …

SIMCard: Toward better connected electronic health record visualization

S Sassi, R Chbeir - Concurrency and Computation: Practice …, 2022 - Wiley Online Library
Recently, several healthcare organizations use decision‐making systems based on
electronic health record (EHR) data in order to guarantee patient's safety and improve the …

Developing visual thinking in the electronic health record

AD Boyd, CD Young, M Amatayakul… - MEDINFO 2017 …, 2017 - ebooks.iospress.nl
The purpose of this vision paper is to identify how data visualization could transform
healthcare. Electronic Health Records (EHRs) are maturing with new technology and tools …