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) 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 2025 An Intersectional Analysis of Social Deprivation and Patient Characteristics on Nirmatrelvir-Ritonavir for Treatment of COVID-19 in U.S. Primary Care Practices, 2021 to 2023 Go to An Intersectional Analysis of Social Deprivation and Patient Characteristics on Nirmatrelvir-Ritonavir for Treatment of COVID-19 in U.S. Primary Care Practices, 2021 to 2023 2014 Tectonic shifts are needed in graduate medical education to ensure today’s trainees are prepared to practice as tomorrow’s physicians Go to Tectonic shifts are needed in graduate medical education to ensure today’s trainees are prepared to practice as tomorrow’s physicians 2024 Measuring Primary Healthcare Spending Go to Measuring Primary Healthcare Spending 2022 Barriers to care for perinatal patients with opioid use disorder: family physician perspectives Go to Barriers to care for perinatal patients with opioid use disorder: family physician perspectives
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) Population Health Volume HealthCare Source HealthCare
ABFM Research Read all 2025 An Intersectional Analysis of Social Deprivation and Patient Characteristics on Nirmatrelvir-Ritonavir for Treatment of COVID-19 in U.S. Primary Care Practices, 2021 to 2023 Go to An Intersectional Analysis of Social Deprivation and Patient Characteristics on Nirmatrelvir-Ritonavir for Treatment of COVID-19 in U.S. Primary Care Practices, 2021 to 2023 2014 Tectonic shifts are needed in graduate medical education to ensure today’s trainees are prepared to practice as tomorrow’s physicians Go to Tectonic shifts are needed in graduate medical education to ensure today’s trainees are prepared to practice as tomorrow’s physicians 2024 Measuring Primary Healthcare Spending Go to Measuring Primary Healthcare Spending 2022 Barriers to care for perinatal patients with opioid use disorder: family physician perspectives Go to Barriers to care for perinatal patients with opioid use disorder: family physician perspectives
2025 An Intersectional Analysis of Social Deprivation and Patient Characteristics on Nirmatrelvir-Ritonavir for Treatment of COVID-19 in U.S. Primary Care Practices, 2021 to 2023 Go to An Intersectional Analysis of Social Deprivation and Patient Characteristics on Nirmatrelvir-Ritonavir for Treatment of COVID-19 in U.S. Primary Care Practices, 2021 to 2023
2014 Tectonic shifts are needed in graduate medical education to ensure today’s trainees are prepared to practice as tomorrow’s physicians Go to Tectonic shifts are needed in graduate medical education to ensure today’s trainees are prepared to practice as tomorrow’s physicians
2022 Barriers to care for perinatal patients with opioid use disorder: family physician perspectives Go to Barriers to care for perinatal patients with opioid use disorder: family physician perspectives
