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Medical Image Analysis|May 12, 2021
Ultrasound deep beamforming using a multiconstrained hybrid generative adversarial networkZixia Zhou, Yi Guo, Yuanyuan Wang
IEEE Transactions on Neural Networks and Learning Systems|October 1, 2020
Handheld Ultrasound Video High-Quality Reconstruction Using a Low-Rank Representation Multipathway Generative Adversarial NetworkZixia Zhou, Yi Guo, Yuanyuan Wang
IEEE Journal of Biomedical and Health Informatics|November 2, 2019
Ultrafast Plane Wave Imaging With Line-Scan-Quality Using an Ultrasound-Transfer Generative Adversarial NetworkZixia Zhou, Yuanyuan Wang, Yi Guo, et al.
IEEE Transactions on Bio-Medical Engineering|April 26, 2019
Image Quality Improvement of Hand-Held Ultrasound Devices With a Two-Stage Generative Adversarial NetworkZixia Zhou, Yuanyuan Wang, Yi Guo, et al.
IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control|August 17, 2018
High Spatial-Temporal Resolution Reconstruction of Plane-Wave Ultrasound Images With a Multichannel Multiscale Convolutional Neural NetworkZixia Zhou, Yuanyuan Wang, Jinhua Yu, et al.
Advanced Science (Weinheim, Baden-Wurttemberg, Germany)|August 27, 2025
SURF: A Self-Supervised Deep Learning Method for Reference-Free Deconvolution in Spatial TranscriptomicsShuyu Liang, Zixia Zhou, Peng Huang, et al.
IEEE Transactions on Visualization and Computer Graphics|October 26, 2021
Deep Recursive Embedding for High-Dimensional DataZixia Zhou, Xinrui Zu, Yuanyuan Wang, et al.
Bio-Medical Materials and Engineering|September 26, 2015
Automatic detection of regions of interest in breast ultrasound images based on local phase informationXin Wang, Yi Guo, Yuanyuan Wang
IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control|September 11, 2020
Image Quality Enhancement Using a Deep Neural Network for Plane Wave Medical Ultrasound ImagingYanxing Qi, Yi Guo, Yuanyuan Wang
Nature Computational Science|December 4, 2025
Revealing neurocognitive and behavioral patterns through unsupervised manifold learning of dynamic brain dataZixia Zhou, Junyan Liu, Wei Emma Wu, et al.
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