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

• Main Authors: I-Min Chiu (Author), Jhu-Yin Cheng (Author), Tien-Yu Chen (Author), Yi-Min Wang (Author), Chi-Yung Cheng (Author), Chia-Te Kung (Author), Fu-Jen Cheng (Author), Fei-Fei Flora Yau (Author), Chun-Hung Richard Lin (Author)
• Format: Book
• Published: JMIR Publications, 2022-12-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

BackgroundHyperkalemia 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. ObjectiveThis study aimed to improve the accuracy of hyperkalemia predictions...