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

I-Min Chiu   ^{1, 2} , MD ;   Jhu-Yin Cheng   ^{2 *} , MD ;   Tien-Yu Chen   ³ , MD ;   Yi-Min Wang   ² , MD ;   Chi-Yung Cheng   ^{1, 2} , MD ;   Chia-Te Kung   ² , MD ;   Fu-Jen Cheng   ² , MD, PhD ;   Fei-Fei Flora Yau   ² , MD ;   Chun-Hung Richard Lin   ^{1 *} , PhD, Prof Dr

¹ Department of Computer Science and Engineering, National Sun Yat-sen University, Kaohsiung City, Taiwan

² Department of Emergency Medicine, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung City, Taiwan

³ Division of Cardiology, Department of Internal Medicine, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung City, Taiwan

*these authors contributed equally