Heart disease and stroke statistics—2022 update: a report from the American Heart Association

CW Tsao, AW Aday, ZI Almarzooq, A Alonso… - Circulation, 2022 - Am Heart Assoc
Background: The American Heart Association, in conjunction with the National Institutes of
Health, annually reports the most up-to-date statistics related to heart disease, stroke, and …

Natural language processing in electronic health records in relation to healthcare decision-making: a systematic review

E Hossain, R Rana, N Higgins, J Soar, PD Barua… - Computers in biology …, 2023 - Elsevier
Abstract Background: Natural Language Processing (NLP) is widely used to extract clinical
insights from Electronic Health Records (EHRs). However, the lack of annotated data …

Clinical applications of artificial intelligence—an updated overview

Ș Busnatu, AG Niculescu, A Bolocan… - Journal of clinical …, 2022 - mdpi.com
Artificial intelligence has the potential to revolutionize modern society in all its aspects.
Encouraged by the variety and vast amount of data that can be gathered from patients (eg …

Social determinants of health in electronic health records and their impact on analysis and risk prediction: a systematic review

M Chen, X Tan, R Padman - Journal of the American Medical …, 2020 - academic.oup.com
Objective This integrative review identifies and analyzes the extant literature to examine the
integration of social determinants of health (SDoH) domains into electronic health records …

[HTML][HTML] Natural language processing of clinical notes on chronic diseases: systematic review

S Sheikhalishahi, R Miotto, JT Dudley… - JMIR medical …, 2019 - medinform.jmir.org
Background: Novel approaches that complement and go beyond evidence-based medicine
are required in the domain of chronic diseases, given the growing incidence of such …

Heart disease and stroke statistics—2020 update: a report from the American Heart Association

SS Virani, A Alonso, EJ Benjamin, MS Bittencourt… - Circulation, 2020 - Am Heart Assoc
Background: The American Heart Association, in conjunction with the National Institutes of
Health, annually reports on the most up-to-date statistics related to heart disease, stroke …

[HTML][HTML] Heart disease and stroke statistics-2021 update: a report from the American Heart Association.

SS Virani, A Alonso, HJ Aparicio, EJ Benjamin… - 2021 - dukespace.lib.duke.edu
Background The American Heart Association, in conjunction with the National Institutes of
Health, annually reports the most up-to-date statistics related to heart disease, stroke, and …

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 …

[HTML][HTML] A review of machine learning in hypertension detection and blood pressure estimation based on clinical and physiological data

E Martinez-Ríos, L Montesinos, M Alfaro-Ponce… - … Signal Processing and …, 2021 - Elsevier
The use of machine learning techniques in medicine has increased in recent years due to a
rise in publicly available datasets. These techniques have been applied in high blood …

A machine-learning-based prediction method for hypertension outcomes based on medical data

W Chang, Y Liu, Y Xiao, X Yuan, X Xu, S Zhang… - Diagnostics, 2019 - mdpi.com
The outcomes of hypertension refer to the death or serious complications (such as
myocardial infarction or stroke) that may occur in patients with hypertension. The outcomes …