TOP-Net Prediction Model Using Bidirectional Long Short-term Memory and Medical-Grade Wearable Multisensor System for Tachycardia Onset: Algorithm Development Study

Liu, XL; Liu, TB; Zhang, ZB; Kuo, PC; Xu, HR; Yang, ZC; Lan, K; Li, PY; Ouyang, ZC; Ng, YL; Yan, W; Li, DY

Li, DY (corresponding author), Beihang Univ, Beijing Adv Innovat Ctr Biomed Engn, Sch Biol Sci & Med Engn, Key Lab Biomech & Mechanobiol,Minist Educ, 37 Xueyuan Rd, Beijing 100083, Peoples R China.

JMIR MEDICAL INFORMATICS, 2021; 9 (4):

Abstract

Background: Without timely diagnosis and treatment, tachycardia, also called tachyarrhythmia, can cause serious complications such as heart failure, c......

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