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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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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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Implementation Evaluation of a Community Health Worker Program for Patients with Type 2 Diabetes or Hypertension [Dissemination and implementation research]

Annals of Family Medicine

Context Disparities in type 2 diabetes mellitus (T2D) and hypertension (HTN) control are well-described. Setting 3 primary care clinics in SW Virginia. Intervention Exposure to a CHW vs. usual care. Results 10,509 unique patients with T2D and/or HTN visited the primary care clinics.

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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.

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Advancing Primary Care through a Model Unit for Innovative Practice Enhancement [Practice management and organization]

Annals of Family Medicine

Intervention/Instrument: In its first phase, the MU incorporated three interventions tailored specifically to its context: nurse-led hypertension management, integration of blocks of telehealth consultations into routine clinician schedules, and a pilot of an ambient documentation system to supplant clinician-generated visit notes.

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Primary Care Clinician Perspectives on Managing Hypertension in Black Patients: Lifestyle Changes and Shared Decision Making [Hypertension]

Annals of Family Medicine

Context: Hypertension is a common condition seen by primary care clinicians and is more common in Black adults than other racial/ethnic groups. Setting: Two health care systems in New York City. Outcome measures: For the primary analysis, use of the 5’As with Black patients and correlates of interests.

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Intensity of medication review activities in private and public clinics [Prescribing and pharmacotherapeutics]

Annals of Family Medicine

Study Design: Survey of medication review activities after primary care visits. Setting: One private primary care clinic and two clinics of a safety net hospital system that serves inner-city populations with significant socio-economic challenges. The patients had similar levels of education (less than high school 30.2

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