Deep Learning–Based Electrocardiogram Model (EIANet) to Predict Emergency Department Cardiac Arrest: Development and External Validation Study

Shao-Chi Lu   ¹ , MS ;   Guang-Yuan Chen   ¹ , BS ;   An-Sheng Liu   ¹ , MS ;   Jen-Tang Sun   ² , MD ;   Jun-Wan Gao   ³ , BS ;   Chien-Hua Huang   ³ , MD, PhD ;   Chu-Lin Tsai   ^{3 *} , MD, SCD ;   Li-Chen Fu   ^{1 *} , PhD

¹ Department of Computer Science and Information Engineering, National Taiwan University, Taipei, Taiwan

² Department of Emergency Medicine, Far Eastern Memorial Hospital, Taipei, Taiwan

³ Department of Emergency Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan

*these authors contributed equally