机器学习辅助FIND FH®筛查青少年家族性高胆固醇血症。

IF 3.9 2区医学 Q1 PEDIATRICS

Journal of Pediatrics Pub Date : 2025-05-12 DOI:10.1016/j.jpeds.2025.114640

Kerrilynn C Hennessey, Mary P McGowan, Hanyuan Shi, Terry Sturke, Roshni S Kalkur, Adam J Prince, Shoshana H Bardach, Nichole M Rogovoy, Marc A Hofley

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引用次数: 0

摘要

尽管美国儿科学会建议在儿童中进行普遍的脂质筛查，以发现家族性高胆固醇血症病例，但这种筛查很少进行。我们报告了一种新型机器学习模型（FIND FH®）的首次临床应用，以识别家族性高胆固醇血症风险增加的年轻人和相关外展的结果。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

查看原文本刊更多论文

Machine-Learning Assisted Screening with FIND FH® for Familial Hypercholesterolemia Among Youth.

Although the American Academy of Pediatrics recommends universal lipid screening among children to find cases of familial hypercholesterolemia, such screening is rarely performed. We report the first clinical use of a novel machine learning model (FIND FH®) to identify youth at increased risk of familial hypercholesterolemia and results from associated outreach.

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来源期刊

Journal of Pediatrics 医学-小儿科

CiteScore

6.00

自引率

2.00%

发文量

696

审稿时长

31 days

期刊介绍： The Journal of Pediatrics is an international peer-reviewed journal that advances pediatric research and serves as a practical guide for pediatricians who manage health and diagnose and treat disorders in infants, children, and adolescents. The Journal publishes original work based on standards of excellence and expert review. The Journal seeks to publish high quality original articles that are immediately applicable to practice (basic science, translational research, evidence-based medicine), brief clinical and laboratory case reports, medical progress, expert commentary, grand rounds, insightful editorials, “classic” physical examinations, and novel insights into clinical and academic pediatric medicine related to every aspect of child health. Published monthly since 1932, The Journal of Pediatrics continues to promote the latest developments in pediatric medicine, child health, policy, and advocacy. Topics covered in The Journal of Pediatrics include, but are not limited to: General Pediatrics Pediatric Subspecialties Adolescent Medicine Allergy and Immunology Cardiology Critical Care Medicine Developmental-Behavioral Medicine Endocrinology Gastroenterology Hematology-Oncology Infectious Diseases Neonatal-Perinatal Medicine Nephrology Neurology Emergency Medicine Pulmonology Rheumatology Genetics Ethics Health Service Research Pediatric Hospitalist Medicine.