[HTML][HTML] A review of machine learning in hypertension detection and blood pressure estimation based on clinical and physiological data
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 …
rise in publicly available datasets. These techniques have been applied in high blood …
The Chang Gung Research Database—a multi‐institutional electronic medical records database for real‐world epidemiological studies in Taiwan
Abstract Purpose The Chang Gung Research Database (CGRD), the largest multi‐
institutional electronic medical records (EMR) collection in Taiwan, provides good access for …
institutional electronic medical records (EMR) collection in Taiwan, provides good access for …
Electronic health record–based disease surveillance systems: a systematic literature review on challenges and solutions
Objective Disease surveillance systems are expanding using electronic health records
(EHRs). However, there are many challenges in this regard. In the present study, the …
(EHRs). However, there are many challenges in this regard. In the present study, the …
[HTML][HTML] Representativeness, vaccination uptake, and COVID-19 clinical outcomes 2020-2021 in the UK Oxford-Royal College of general practitioners research and …
M Leston, WH Elson, C Watson… - JMIR Public Health …, 2022 - publichealth.jmir.org
Background: The Oxford-Royal College of General Practitioners (RCGP) Research and
Surveillance Centre (RSC) is one of Europe's oldest sentinel systems, working with the UK …
Surveillance Centre (RSC) is one of Europe's oldest sentinel systems, working with the UK …
Prevalence, characteristics, and patterns of patients with multimorbidity in primary care: a retrospective cohort analysis in Canada
Background Multimorbidity is a complex issue in modern medicine and a more nuanced
understanding of how this phenomenon occurs over time is needed. Aim To determine the …
understanding of how this phenomenon occurs over time is needed. Aim To determine the …
Prevalence of hypertension, treatment, and blood pressure targets in Canada associated with the 2017 American College of Cardiology and American Heart …
Importance The 2017 American College of Cardiology and American Heart Association
(ACC/AHA) blood pressure (BP) guidelines redefined hypertension using a BP threshold of …
(ACC/AHA) blood pressure (BP) guidelines redefined hypertension using a BP threshold of …
[HTML][HTML] Machine learning for identification of frailty in Canadian primary care practices
Objectives The objective of this study was to develop a validated case definition of frailty for
the primary care context, using machine learning. Methods Physicians participating in the …
the primary care context, using machine learning. Methods Physicians participating in the …
Identification of validated case definitions for medical conditions used in primary care electronic medical record databases: a systematic review
KA McBrien, S Souri, NE Symonds… - Journal of the …, 2018 - academic.oup.com
Objectives Data derived from primary care electronic medical records (EMRs) are being
used for research and surveillance. Case definitions are required to identify patients with …
used for research and surveillance. Case definitions are required to identify patients with …
Prevalence and predictors of primary nonadherence to medications prescribed in primary care
Background: Most research on medication adherence has focused on secondary
nonadherence and persistence to therapy. Medication prescriptions that are never filled by …
nonadherence and persistence to therapy. Medication prescriptions that are never filled by …
Identifying sex-specific differences in young-onset metabolic syndrome using primary care electronic medical records
Objectives: To apply a case definition to a Northern Alberta-based primary care practice
population and to assess the sex-specific characteristics of young-onset metabolic …
population and to assess the sex-specific characteristics of young-onset metabolic …