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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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Ambulatory Behavioral Health Referral Patterns in the Setting of Chronic Medical Conditions [Behavioral, psychosocial, and mental illness]

Annals of Family Medicine

Context: Patients with chronic medical conditions (CCs) and behavioral comorbidities have lower quality of life and increased healthcare expenses. Our work builds a foundation for cost-effective workflows to support patients with multimorbidity. 8% (n= 1,146) were ordered for medical condition management.

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Chronic disease management among people with serious mental illness across rural, small urban, and metropolitan settings [Health care disparities]

Annals of Family Medicine

Context: People with serious mental illness (SMI) are at increased risk of complications and earlier death from comorbid chronic diseases, compared with patients without mental illness. These disparities may be related to differences in access to recommended chronic disease management.

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The Role of Internal Medicine in Preventive Health Care

Mesa Family Physician

The Role of Internal Medicine in Preventive Health Care Internal medicine plays a central role in adult health, especially when it comes to prevention, diagnosis, and long-term care. And how does it support preventive care? While both provide primary care , there are some key distinctions.

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Michigan's Best Primary Care: Here’s Why It's a Game Changer for Your Health!

Plum Health

Discover the Best Primary Care in Michigan As an experienced doctor who has worked with thousands of patients across Michigan, I can confidently say that finding the right primary care provider is one of the most important decisions you can make for your health. What is Primary Care?

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"Why Everyone Is Talking About This Medical Clinic in Michigan!"

Plum Health

Michigan residents have been buzzing about a primary care clinic that’s setting a new standard for healthcare across the state. Whether you’re in Detroit , Corunna , Lansing , Royal Oak , or Van Buren , this clinic is offering comprehensive care that puts patient well-being first. Here’s why everyone is talking about it!

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Guidelines or Goals in Heart Failure: A Podcast with Parag Goyal, Nicole Superville, and Matthew Shuster

GeriPal

We talk about what is heart failure, particularly HFpEF, how we treat it (including the use of sodium–glucose cotransporter-2 inhibitors (SGLT2’s), and how we should apply guidelines to individual patients, especially those with multimorbidity who are taking a lot of other medications. And also I was in the HVMA primary care program.