AIMC Topic: Primary Health Care

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Transforming primary healthcare through natural language processing and big data analytics.

BMJ (Clinical research ed.) May 3, 2023
Humans Big Data Natural Language Processing Data Mining Data Science Primary Health Care
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[Laboratory testing for anemia in primary care: reflex testing, reflecting and algorithms?].

Nederlands tijdschrift voor geneeskunde Apr 19, 2023
This commentary discusses the prevalence and causes of anemia in primary care in the Netherlands and the role of laboratory diagnostics in determining the cause of anemia. There are indications that guidelines in primary care regarding anemia are ins...
Anemia Reflex Algorithms Humans Primary Health Care Artificial Intelligence
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Potentiality of algorithms and artificial intelligence adoption to improve medication management in primary care: a systematic review.

BMJ open Mar 23, 2023
OBJECTIVES: The aim of this study is to investigate the effect of artificial intelligence (AI) and/or algorithms on drug management in primary care settings comparing AI and/or algorithms with standard clinical practice. Second, we evaluated what is ...
Child Primary Health Care Medication Errors Medication Therapy Management Artificial Intelligence Patient Safety Humans
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Priorities for Artificial Intelligence Applications in Primary Care: A Canadian Deliberative Dialogue with Patients, Providers, and Health System Leaders.

Journal of the American Board of Family Medicine : JABFM Mar 22, 2023
BACKGROUND: Artificial intelligence (AI) implementation in primary care is limited. Those set to be most impacted by AI technology in this setting should guide it's application. We organized a national deliberative dialogue with primary care stakehol...
Primary Health Care Decision Support Systems, Clinical Humans Artificial Intelligence Canada Patients
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Perceptions of Artificial Intelligence Use in Primary Care: A Qualitative Study with Providers and Staff of Ontario Community Health Centres.

Journal of the American Board of Family Medicine : JABFM Mar 22, 2023
PURPOSE: To understand staff and health care providers' views on potential use of artificial intelligence (AI)-driven tools to help care for patients within a primary care setting.
Humans Artificial Intelligence Qualitative Research Ontario Primary Health Care Community Health Centers
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Implementing artificial intelligence in Canadian primary care: Barriers and strategies identified through a national deliberative dialogue.

PloS one Feb 27, 2023
BACKGROUND: With large volumes of longitudinal data in electronic medical records from diverse patients, primary care is primed for disruption by artificial intelligence (AI) technology. With AI applications in primary care still at an early stage in...
Big Data Humans Primary Health Care Artificial Intelligence Canada Anthropology, Cultural
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Artificial intelligence (AI) acceptance in primary care during the coronavirus pandemic: What is the role of patients' gender, age and health awareness? A two-phase pilot study.

Frontiers in public health Jan 9, 2023
BACKGROUND: Artificial intelligence (AI) is steadily entering and transforming the health care and Primary Care (PC) domains. AI-based applications assist physicians in disease detection, medical advice, triage, clinical decision-making, diagnostics ...
Ecosystem Artificial Intelligence Primary Health Care Humans Pandemics Pilot Projects
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Considerations for Creating a Restricted Data Environment with Complete Primary Care Electronic Medical Record Data.

Annals of family medicine Jan 1, 2023
Background: Historically, primary care databases have been limited to subsets of the full electronic medical record (EMR) data to maintain privacy. With the progression of artificial intelligence (AI) techniques (i.e., machine learning, natural langu...
Humans Artificial Intelligence Electronic Health Records Primary Health Care Canada Confidentiality
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Using artificial intelligence in a primary care setting to identify patients at risk for cancer: a risk prediction model based on routine laboratory tests.

Clinical chemistry and laboratory medicine Nov 30, 2022
OBJECTIVES: To evaluate the ability of an artificial intelligence (AI) model to predict the risk of cancer in patients referred from primary care based on routine blood tests. Results obtained with the AI model are compared to results based on logist...
Artificial Intelligence Sensitivity and Specificity Humans Neoplasms ROC Curve Primary Health Care
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Development and validation of a machine learning-augmented algorithm for diabetes screening in community and primary care settings: A population-based study.

Frontiers in endocrinology Nov 28, 2022
BACKGROUND: Opportunely screening for diabetes is crucial to reduce its related morbidity, mortality, and socioeconomic burden. Machine learning (ML) has excellent capability to maximize predictive accuracy. We aim to develop ML-augmented models for ...
Primary Health Care Diabetes Mellitus Machine Learning Algorithms Mass Screening Humans
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