3 citations · 8 across the 3 of their papers we have counts for
3 papers
DCentNet: Decentralized Multistage Biomedical Signal Classification using Early Exits
Xiaolin Li, Binhua Huang, Barry Cardiff +1
DCentNet is a novel decentralized multistage signal classification approach designed for biomedical data from IoT wearable sensors, integrating early exit points (EEP) to enhance e…
Atrial Fibrillation Detection Using Weight-Pruned, Log-Quantised Convolutional Neural Networks
Xiu Qi Chang, Ann Feng Chew, Benjamin Chen Ming Choong +6
Deep neural networks (DNN) are a promising tool in medical applications. However, the implementation of complex DNNs on battery-powered devices is challenging due to high energy co…
Classification of ECG based on Hybrid Features using CNNs for Wearable Applications
Li Xiaolin, Fang Xiang, Rajesh C. Panicker +2
Sudden cardiac death and arrhythmia account for a large percentage of all deaths worldwide. Electrocardiography (ECG) is the most widely used screening tool for cardiovascular dise…