Zixia Zhou

Image Quality Improvement of Hand-Held Ultrasound Devices With a Two-Stage Generative Adversarial Network

Zixia Zhou, Yuanyuan Wang, Yi Guo et al. · IEEE Transactions on Biomedical Engineering · 2019 · 73 citations

Comprehensive Loss Function, Hand-held Ultrasound Devices, Engineering +19

High Spatial–Temporal Resolution Reconstruction of Plane-Wave Ultrasound Images With a Multichannel Multiscale Convolutional Neural Network

Zixia Zhou, Yuanyuan Wang, Jinhua Yu et al. · IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control · 2018 · 60 citations

Ultrafast Plane Wave Imaging With Line-Scan-Quality Using an Ultrasound-Transfer Generative Adversarial Network

Zixia Zhou, Yuanyuan Wang, Yi Guo et al. · IEEE Journal of Biomedical and Health Informatics · 2019 · 34 citations

Convolutional Neural Network, Engineering, Machine Learning +17

Multibranch CNN With MLP-Mixer-Based Feature Exploration for High-Performance Disease Diagnosis

Zixia Zhou, Md Tauhidul Islam, Lei Xing · IEEE Transactions on Neural Networks and Learning Systems · 2023 · 27 citations · Full text

Geometric Learning, Convolutional Neural Network, Engineering +21

Handheld Ultrasound Video High-Quality Reconstruction Using a Low-Rank Representation Multipathway Generative Adversarial Network

Zixia Zhou, Yi Guo, Yuanyuan Wang · IEEE Transactions on Neural Networks and Learning Systems · 2020 · 26 citations

Handheld Ultrasound Devices, Medical Ultrasound, Convolutional Neural Network +19