Identifying KCNJ5 Mutation in Aldosterone-Producing Adenoma Patients With Baseline Characteristics Using Machine Learning Technology

Li-Chin Chen,Wei-Chieh Huang,Kang-Yung Peng,Ying-Ying Chen, Szu-Chang Li, Siti Khadijah Syed Mohammed Nazri,Yen-Hung Lin,Liang-Yu Lin,Tse-Min Lu,Jung Hee Kim,Elena Aisha Azizan,Jinbo Hu,Qifu Li,Jeff S. Chueh,Vin-Cent Wu

JACC. Asia（2023）

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摘要

We simplified the preoperative diagnosis of 5 mutations successfully using machine learning. The proposed lightweight tool that requires only baseline characteristics and blood/urine test results can be widely applied and can aid personalized prediction during preoperative counseling for patients with uPA.

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关键词

KCNJ5 mutation,machine learning,prediction model,primary aldosteronism

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