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Deep Learning Algorithm for Management of Diabetes Mellitus via Electrocardiogram-Based Glycated Hemoglobin (ECG-HbA1c): A Retrospective Cohort Study
Background: glycated hemoglobin (HbA1c) provides information on diabetes mellitus (DM) management. Electrocardiography (ECG) is a noninvasive test of cardiac activity that has been determined to be related to DM and its complications. This study developed a deep learning model (DLM) to estimate HbA1...
Autores principales: | Lin, Chin-Sheng, Lee, Yung-Tsai, Fang, Wen-Hui, Lou, Yu-Sheng, Kuo, Feng-Chih, Lee, Chia-Cheng, Lin, Chin |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8398464/ https://www.ncbi.nlm.nih.gov/pubmed/34442369 http://dx.doi.org/10.3390/jpm11080725 |
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