Home Research Research Library Advancing primary care with Artificial Intelligence and Machine Learning Advancing primary care with Artificial Intelligence and Machine Learning 2021 Author(s) Yang, Zhou, Silcox, Christina, Sendak, Mark, Rose, Sherri, Rehkopf, David H, Phillips, Robert L, Peterson, Lars E, Marino, Miguel, Maier, John, Lin, Steven, Liaw, Winston R, Kakadiaris, Ioannis A, Heintzman, John D, Chu, Isabella, and Bazemore, Andrew W Topic(s) Role of Primary Care, and Achieving Health System Goals Keyword(s) Health Information Technology (HIT), and Population Health Volume HealthCare Source HealthCare Primary care is the largest healthcare delivery platform in the US. Facing the Artificial Intelligence and Machine Learning technology (AI/ML) revolution, the primary care community would benefit from a roadmap revealing priority areas and opportunities for developing and integrating AI/ML-driven clinical tools. This article presents a framework that identifies five domains for AI/ML integration in primary care to support care delivery transformation and achieve the Quintuple Aims of the healthcare system. We concluded that primary care plays a critical role in developing, introducing, implementing, and monitoring AI/ML tools in healthcare and must not be overlooked as AI/ML transforms healthcare. ABFM Research Read all 2026 Pajama time and burnout: the burden of after-hours electronic health record use on family medicine residents Go to Pajama time and burnout: the burden of after-hours electronic health record use on family medicine residents 2022 Multinational primary health care experiences from the initial wave of the COVID-19 pandemic: A qualitative analysis Go to Multinational primary health care experiences from the initial wave of the COVID-19 pandemic: A qualitative analysis 2013 The redistribution of graduate medical education positions in 2005 failed to boost primary care or rural training Go to The redistribution of graduate medical education positions in 2005 failed to boost primary care or rural training 2025 Developing Content Domain Weights for the 2025 Family Medicine Certification Scale Go to Developing Content Domain Weights for the 2025 Family Medicine Certification Scale
Author(s) Yang, Zhou, Silcox, Christina, Sendak, Mark, Rose, Sherri, Rehkopf, David H, Phillips, Robert L, Peterson, Lars E, Marino, Miguel, Maier, John, Lin, Steven, Liaw, Winston R, Kakadiaris, Ioannis A, Heintzman, John D, Chu, Isabella, and Bazemore, Andrew W Topic(s) Role of Primary Care, and Achieving Health System Goals Keyword(s) Health Information Technology (HIT), and Population Health Volume HealthCare Source HealthCare
ABFM Research Read all 2026 Pajama time and burnout: the burden of after-hours electronic health record use on family medicine residents Go to Pajama time and burnout: the burden of after-hours electronic health record use on family medicine residents 2022 Multinational primary health care experiences from the initial wave of the COVID-19 pandemic: A qualitative analysis Go to Multinational primary health care experiences from the initial wave of the COVID-19 pandemic: A qualitative analysis 2013 The redistribution of graduate medical education positions in 2005 failed to boost primary care or rural training Go to The redistribution of graduate medical education positions in 2005 failed to boost primary care or rural training 2025 Developing Content Domain Weights for the 2025 Family Medicine Certification Scale Go to Developing Content Domain Weights for the 2025 Family Medicine Certification Scale
2026 Pajama time and burnout: the burden of after-hours electronic health record use on family medicine residents Go to Pajama time and burnout: the burden of after-hours electronic health record use on family medicine residents
2022 Multinational primary health care experiences from the initial wave of the COVID-19 pandemic: A qualitative analysis Go to Multinational primary health care experiences from the initial wave of the COVID-19 pandemic: A qualitative analysis
2013 The redistribution of graduate medical education positions in 2005 failed to boost primary care or rural training Go to The redistribution of graduate medical education positions in 2005 failed to boost primary care or rural training
2025 Developing Content Domain Weights for the 2025 Family Medicine Certification Scale Go to Developing Content Domain Weights for the 2025 Family Medicine Certification Scale
