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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. A total of 269,411 patients were used for model training.

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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. Objective To introduce the novel approach of using a T-Connector between a patient’s HBPM and their physician’s office sphygmomanometer to permit a simultaneous blood pressure reading.

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

Annals of Family Medicine

Context: Patient Safety Objective: Identify Patients at High Risk for Falls using an AI/ML model. Falls among elderly patients are costly and potentially preventable. Overtreatment of hypertension has been identified as a major risk factor for putting patients at risk for falls in patients with low blood pressures.

Patients 130
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Acute changes in insulin requirements in response to plant-based dietary interventions. [Diabetes and endocrine disease]

Annals of Family Medicine

Because of their health benefits, providers sometimes recommend, and motivated patients sometimes adopt, a plant-based diet to improve their health. Objective: Describe acute changes in insulin requirements among adults with insulin-treated type 2 diabetes in response to DASH and WFPB diets.

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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Lower Extremity Bypass for Peripheral Artery Disease – Indications and What to Expect

Vascular Physician

While bypass surgery is a "real" operation, in many cases it can solve the patients problem for many years or forever, compared to angioplasty and stenting which may need to be repeated frequently to keep the blood flow open. Patients with peripheral artery disease often have a history of limb claudication, which refers to pain with exertion.

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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. Building a Strong Doctor-Patient Relationship: Regular health check-ups also play a vital role in establishing a strong doctor-patient relationship.