SAT-LB121 Development of a Machine-Learning Method for Predicting New Onset of Diabetes Mellitus: A Retrospective Analysis of 509,153 Annual Specific Health Checkup Records

Diabetes mellitus (DM) is a chronic disorder, characterized by impaired glucose metabolism. It is linked to increased risks of several diseases such as atrial fibrillation, cancer, and cardiovascular diseases. Therefore, DM prevention is essential. However, the traditional regression-based DM-onset...

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Bibliographic Details
Published in:J Endocr Soc
Main Authors: Nomura, Akihiro, Yamamoto, Sho, Hayakawa, Yuta, Taniguchi, Kouki, Higashitani, Takuya, Aono, Daisuke, Kometani, Mitsuhiro, Yoneda, Takashi
Format: Artigo
Language:Inglês
Published: Oxford University Press 2020
Subjects:
Diabetes Mellitus and Glucose Metabolism
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC7208505/
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1210/jendso/bvaa046.2194
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