Xinzi Xu

LungBRN: A Smart Digital Stethoscope for Detecting Respiratory Disease Using bi-ResNet Deep Learning Algorithm

Yi Ma, Xinzi Xu, Qing Yu et al. · 2019 · 121 citations

Smart Digital Stethoscope, Convolutional Neural Network, Engineering +23

LungRN+NL: An Improved Adventitious Lung Sound Classification Using Non-Local Block ResNet Neural Network with Mixup Data Augmentation

Yi Ma, Xinzi Xu, Yongfu Li · 2020 · 91 citations

Data Augmentation, Engineering, Machine Learning +9

A 1.3 μW Event-Driven ANN Core for Cardiac Arrhythmia Classification in Wearable Sensors

Qiao Cai, Xinzi Xu, Yang Zhao et al. · IEEE Transactions on Circuits & Systems II Express Briefs · 2021 · 30 citations

Ann Cac Core, Medical Monitoring, Medical Electronics +20

Live Demo: LungSys - Automatic Digital Stethoscope System For Adventitious Respiratory Sound Detection

Yi Ma, Xinzi Xu, Qing Yu et al. · 2019 · 19 citations

Biomedical Acoustics, Convolutional Neural Network, Engineering +23

A 2.66 µW Clinician-Like Cardiac Arrhythmia Watchdog Based on P-QRS-T for Wearable Applications

Xinzi Xu, Qiao Cai, Yang Zhao et al. · IEEE Transactions on Biomedical Circuits and Systems · 2022 · 17 citations