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Using Deep Transfer Learning to Detect Hyperkalemia From Ambulatory Electrocardiogram Monitors in Intensive Care Units: Personalized Medicine Approach

BACKGROUND: Hyperkalemia is a critical condition, especially in intensive care units. So far, there have been no accurate and noninvasive methods for recognizing hyperkalemia events on ambulatory electrocardiogram monitors. OBJECTIVE: This study aimed to improve the accuracy of hyperkalemia predicti...

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Detalles Bibliográficos
Autores principales: Chiu, I-Min, Cheng, Jhu-Yin, Chen, Tien-Yu, Wang, Yi-Min, Cheng, Chi-Yung, Kung, Chia-Te, Cheng, Fu-Jen, Yau, Fei-Fei Flora, Lin, Chun-Hung Richard
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9764151/
https://www.ncbi.nlm.nih.gov/pubmed/36469396
http://dx.doi.org/10.2196/41163