Chronic Disease, Hypertension, Medical and Utilities

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

Annals of Family Medicine

NOVEMBER 20, 2024

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%

Hypertension

Hypertension Primary Care Primary Care Physician Chronic Disease

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

Annals of Family Medicine

NOVEMBER 20, 2024

Context: Patients with chronic medical conditions (CCs) and behavioral comorbidities have lower quality of life and increased healthcare expenses. 8% (n= 1,146) were ordered for medical condition management. Of those patients with a BH referral and a chronic condition, hypertension was the most common (n= 2,053, 51%).

Referral

Referral Chronic Condition Medical Chronic Disease

Primary Care Digest

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

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

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