Qunfeng Tang

The Effectiveness of Image Augmentation in Deep Learning Networks for Detecting COVID-19: A Geometric Transformation Perspective

Mohamed Elgendi, Muhammad Umer Nasir, Qunfeng Tang et al. · Frontiers in Medicine · 2021 · 110 citations · Full text

An Automatic Diagnosis of Arrhythmias Using a Combination of CNN and LSTM Technology

Zhenyu Zheng, Zhencheng Chen, Fangrong Hu et al. · Electronics · 2020 · 96 citations · Full text

Engineering, Machine Learning, Intelligent Diagnostics +20

Synthetic photoplethysmogram generation using two Gaussian functions

Qunfeng Tang, Zhencheng Chen, Rabab Ward et al. · Scientific Reports · 2020 · 54 citations · Full text

Deep Learning Algorithm Classifies Heartbeat Events Based on Electrocardiogram Signals

Yongbo Liang, Shimin Yin, Qunfeng Tang et al. · Frontiers in Physiology · 2020 · 52 citations · Full text

Convolutional Neural Network, Deep Neural Networks, Engineering +15

The Performance of Deep Neural Networks in Differentiating Chest X-Rays of COVID-19 Patients From Other Bacterial and Viral Pneumonias

Mohamed Elgendi, Muhammad Umer Nasir, Qunfeng Tang et al. · Frontiers in Medicine · 2020 · 41 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +20