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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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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. there appears to be reasonable utility for using a T-Connector to qualitatively declare a HBPM to be inaccurate for its user.

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Identifying Patients at High Risk for Falls using an AI/ML model [Geriatrics]

Annals of Family Medicine

Overtreatment of hypertension has been identified as a major risk factor for putting patients at risk for falls in patients with low blood pressures. Study Design: Secondary data analysis created a machine learning model that identified high risk patients potentially over treated for hypertension placing them at higher fall risk.

Patients 130
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How Sprouts Enhance Your Health for Better life for You

Rao Doctor

When seeds germinate, they produce more antioxidants, which can help combat chronic diseases such as hypertension, diabetes and cancer. The enhanced digestibility means that your body can utilize the nutrients more effectively, leading to improved overall health. Fiber aids in regular bowel movements and can help prevent constipation.

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Acute changes in insulin requirements in response to plant-based dietary interventions. [Diabetes and endocrine disease]

Annals of Family Medicine

To address this knowledge deficit, we conducted a nonrandomized crossover trial utilizing two plant-based diets (Dietary Approaches to Stop Hypertension, or DASH, and Whole Food, Plant-Based, or WFPB) among individuals with insulin-treated type 2 diabetes.

Diabetes 130
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Clinical Reasoning Corner: Pre and Posttest Probability – Jack Penner

The Clinical Problem Solvers

Objectives Define pre and posttest probability Demonstrate the utility of pre and posttest probability in diagnostic reasoning Practice applying pre and posttest probability in clinical decision making What are Pre and Posttest Probabilities? The utility of each test is a product of the test characteristics and the clinical scenario.

Clinic 52
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Proactive Wellness: The Lifesaving Benefits of Regular Check-ups 

East Cary Family Physicians

Many health conditions, such as hypertension, diabetes, and certain cancers, can develop with little to no noticeable symptoms in their initial stages. Utilize health check-ups as an opportunity to discuss any stress, anxiety, or emotional struggles you may be facing. Take the first step today and prioritize regular health check-ups.