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Artificial Intelligence in Health Care

Integrated Care News by CFHA

Bridging the 17‑Year Research–Practice Gap Implementation scientists estimate that it takes about seventeen years for new evidence to become routine care (Rubin, 2023). Within minutes he integrated the latest findings into practical recommendations for the family. Evidence‑informed care was literally at his fingertips.

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Machine learning models for atrial fibrillation detection in primary care using electronic health records: systematic review [Cardiovascular disease]

Annals of Family Medicine

Machine learning (ML) models offer potential for improved detection of AFib from electronic health records (EHR). However, uncertainties remain regarding the performance of these models compared to standard care, their generalizability and applicability in primary care settings.

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Predicting Likelihood of Missed Appointments in Primary Care [Health care informatics]

Annals of Family Medicine

Objective To evaluate the association between patient, health system, geosocial, and environmental factors on the likelihood of MA in Family Medicine clinics. Study Design and Analysis Retrospective, longitudinal study using electronic health records.

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Exploring Primary Care Provider eConsult Utilization Trends [Health care services, delivery, and financing]

Annals of Family Medicine

Context: The University of Colorado School of Medicine (CUSOM) launched their eConsult program in 2018. Objective: To determine how primary care providers (PCP) utilize the eConsult platform. Study Design and Analysis: This retrospective analysis of program data spans from 2018 through 2023.

Utilities 130
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Nested order panels for primary care medication and laboratory orders: adoption and impact on ordering efficiency [Health care services, delivery, and financing]

Annals of Family Medicine

Context: Electronic health record (EHR) order preference lists and order sets potentially improve efficiency but have limited utility in complex primary care settings. Setting: Primary care clinics partnered with an academic health center. A one-time survey was also conducted.

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Patient and Caregiver Use of Patient Portal Features [Survey research or cross-sectional study]

Annals of Family Medicine

Context: Patient portals (PPs) are online healthcare platforms enabling patients access their electronic health records and offering different features to help patients manage their care such as viewing and entering health information, and permitting asynchronous communication between patients and their providers.

Patients 130
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AAA screening rates in Internal Medicine and Family Medicine at UNMC [Clinical research (other)]

Annals of Family Medicine

Study Design and Analysis: Retrospective chart search of the electronic medical records of a specific sub-group of patients at UNMC. Setting: Criteria Time Frame: 2013-01-01 to 2023-12-31. Number of patients who meet inclusion criteria at Family Medicine Clinics: 6,551 Patients. are Not Hispanic or Latino and 87.7%