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 …

Leveraging big data analytics in healthcare enhancement: trends, challenges and opportunities

A Rehman, S Naz, I Razzak - Multimedia Systems, 2022 - Springer
Clinical decisions are more promising and evidence-based, hence, big data analytics to
assist clinical decision-making has been expressed for a variety of clinical fields. Due to the …

[HTML][HTML] Trial of an intervention to improve acute heart failure outcomes

DS Lee, SE Straus, ME Farkouh… - … England Journal of …, 2023 - Mass Medical Soc
Background Patients with acute heart failure are frequently or systematically hospitalized,
often because the risk of adverse events is uncertain and the options for rapid follow-up are …

High-density lipoprotein cholesterol and cause-specific mortality in individuals without previous cardiovascular conditions: the CANHEART study

DT Ko, DA Alter, H Guo, M Koh, G Lau… - Journal of the American …, 2016 - jacc.org
Background: The prognostic importance of high-density lipoprotein cholesterol (HDL-C) as a
specific risk factor for cardiovascular (CV) disease has been challenged by recent clinical …

Big data application in biomedical research and health care: a literature review

J Luo, M Wu, D Gopukumar… - Biomedical informatics …, 2016 - journals.sagepub.com
Big data technologies are increasingly used for biomedical and health-care informatics
research. Large amounts of biological and clinical data have been generated and collected …

Association between cardiovascular risk factors and aortic stenosis: the CANHEART aortic stenosis study

AT Yan, M Koh, KK Chan, H Guo, DA Alter… - Journal of the American …, 2017 - jacc.org
Background: Few longitudinal studies have delineated the association between traditional
cardiovascular risk factors and development of aortic stenosis (AS). Objectives: The authors …

Cardiovascular risk associated with ibrutinib use in chronic lymphocytic leukemia: a population-based cohort study

H Abdel-Qadir, N Sabrie, D Leong, A Pang… - Journal of clinical …, 2021 - ascopubs.org
PURPOSE Ibrutinib reduces mortality in chronic lymphocytic leukemia (CLL). It increases the
risk of atrial fibrillation (AF) and bleeding and there are concerns about heart failure (HF) …

Statin Exposure and Risk of Heart Failure After Anthracycline‐or Trastuzumab‐Based Chemotherapy for Early Breast Cancer: A Propensity Score‒Matched Cohort …

H Abdel‐Qadir, D Bobrowski, L Zhou… - Journal of the …, 2021 - Am Heart Assoc
Background Statins are hypothesized to reduce the risk of cardiotoxicity associated with
anthracyclines and trastuzumab. Our aim was to study the association of statin exposure …

The association of sodium-glucose cotransporter 2 inhibitors with cardiovascular outcomes in anthracycline-treated patients with cancer

H Abdel-Qadir, R Carrasco, PC Austin, Y Chen, L Zhou… - Cardio Oncology, 2023 - jacc.org
Background Sodium glucose cotransporter-2 inhibitors (SGLT2is) are hypothesized to
reduce the risk of anthracycline-associated cardiotoxicity. Objectives This study sought to …

Propensity‐score matching with competing risks in survival analysis

PC Austin, JP Fine - Statistics in medicine, 2019 - Wiley Online Library
Propensity‐score matching is a popular analytic method to remove the effects of
confounding due to measured baseline covariates when using observational data to …