AIMC Topic: Preventive Health Services
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Machine learning applications in preventive healthcare: A systematic literature review on predictive analytics of disease comorbidity from multiple perspectives.
Artificial intelligence in medicine
Aug 14, 2024
Artificial intelligence is constantly revolutionizing biomedical research and healthcare management. Disease comorbidity is a major threat to the quality of life for susceptible groups, especially middle-aged and elderly patients. The presence of mul...
Artificial intelligence in preventive cardiology.
Progress in cardiovascular diseases
Mar 7, 2024
Artificial intelligence (AI) is a field of study that strives to replicate aspects of human intelligence into machines. Preventive cardiology, a subspeciality of cardiovascular (CV) medicine, aims to target and mitigate known risk factors for CV dise...
Polycystic ovary syndrome: clinical and laboratory variables related to new phenotypes using machine-learning models.
Journal of endocrinological investigation
Sep 15, 2021
PURPOSE: Polycystic Ovary Syndrome (PCOS) is the most frequent endocrinopathy in women of reproductive age. Machine learning (ML) is the area of artificial intelligence with a focus on predictive computing algorithms. We aimed to define the most rele...
Validation of a Machine Learning Model to Predict Childhood Lead Poisoning.
JAMA network open
Sep 1, 2020
IMPORTANCE: Childhood lead poisoning causes irreversible neurobehavioral deficits, but current practice is secondary prevention.
Artificial intelligence: opportunities and risks for public health.
The Lancet. Digital health
May 2, 2019
Pediatric decision support using adapted Arden Syntax.
Artificial intelligence in medicine
Oct 1, 2015
BACKGROUND: Pediatric guidelines based care is often overlooked because of the constraints of a typical office visit and the sheer number of guidelines that may exist for a patient's visit. In response to this problem, in 2004 we developed a pediatri...
A Computational Framework for Tailored Preventive Care Recommendations Using Electronic Health Records.
Studies in health technology and informatics
Aug 7, 2025
Most healthcare systems worldwide are designed to be reactive. According to the U.S. Centers for Disease Control and Prevention (CDC), 90% of the nation's $3.3 trillion annual healthcare expenditures are attributed to individuals with chronic and men...
Artificial Intelligence for Personalized Preventive Adolescent Healthcare.
The Journal of adolescent health : official publication of the Society for Adolescent Medicine
Aug 1, 2020
Recent advances in artificial intelligence (AI) are creating new opportunities for personalizing technology-based health interventions to adolescents. This article provides a computer science perspective on how emerging AI technologies-intelligent le...
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