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Using Machine Learning to advance primary care: an example of predictive modeling of hypertension risk to impact outcomes [Hypertension]

Annals of Family Medicine

Context: While hypertension is the most common chronic disease cared for during adult primary care visits, it is challenging to know which hypertensive patients have the highest risk of cardiovascular complications in the future. Population Studied: LVHN has 107,851 adult out-patients with hypertension, and 66.4%

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Influencing Factors of Adherence Dynamics in Young Adults with Hypertension: A Mixed-Methods Study [Hypertension]

Annals of Family Medicine

Context Young adults with hypertension are a susceptible group prone to changes in adherence influenced by external factors, which are associated with lower control rates and adverse long-term prognoses. However, the factors influencing the dynamics of adherence among young Chinese patients with hypertension remain unclear.

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Evaluating the Impact of Data Visualization with China-PAR on Hypertension Management in Primary Care: A Pilot Study [Hypertension]

Annals of Family Medicine

Although data visualization is gaining traction in the hypertension, its use in health education and information dissemination is still underutilized. Objective This study aims to investigate the impact of data visualization using China-PAR on managing hypertension among primary care patients.

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Association between Hypertension and Sleep Structure Based on Heart Rate Variability [Hypertension]

Annals of Family Medicine

Objective This study aims to explore the relationship between sleep structure based on HRV and hypertension. Both Poor and redundant sleep period time are associated with increased prevalence of hypertension. Study design and analysis This study is a cross-sectional study.

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Intervention Strategies for Management of Comorbid Depression Among Individuals With Hypertension: A Scoping Review [Cardiovascular disease]

Annals of Family Medicine

Background: Hypertension and depression frequently co-occur, complicating patient management and worsening outcomes. This scoping review aims to systematically map non-pharmacological interventions for managing comorbid hypertension and depression, providing insights into current practices and guiding future research.

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SGLT-2 inhibitor, cardiovascular risk and outcome in patients with comorbidity of hypertension and diabetes [Cardiovascular disease]

Annals of Family Medicine

Context Two thirds of diabetes patients complicated with hypertension, and comorbidity increase 4-fold risk of atherosclerotic cardiovascular disease (ASCVD). Population Studied individuals with comorbidity of hypertension and type 2 diabetes. Study design and analysis This is a multiple-center retrospective real-world cohort study.

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The T-Connector Approach: a simultaneous method for in-office assessment of home blood pressure monitor accuracy [Hypertension]

Annals of Family Medicine

Context Hypertension Canada recommends home blood pressure monitors (HBPM) for diagnosing and managing hypertension. Setting Kaye Edmonton Clinic Family Medicine Clinic and a hypertension research lab. However, 29% of HBPMs are inaccurate by 10 mmHg or more. Population Adults who own a HBPM.