Zixia Zhou

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 13

Top Topics

Machine Learning Systems

High Dimensional Data Sets

Laplacian Eigenmaps

Quality Improvement

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Biomed. Signal Process. Control.

Publications

Zixia Zhou, Md Tauhidul Islam, Lei Xing
Multibranch CNN With MLP-Mixer-Based Feature Exploration for High-Performance Disease Diagnosis. IEEE Trans. Neural Networks Learn. Syst. 35 (6) (2024)
Zixia Zhou, Yang Liu
Political teaching application in high vocational care courses based on machine learning systems. Soft Comput. 27 (11) (2023)
Zixia Zhou, Yuming Jiang, Ruijiang Li, Lei Xing
Ultrafast Labeling for Multiplexed Immunobiomarkers from Label-free Fluorescent Images. AMAI@MICCAI (2023)
Zixia Zhou, Xinrui Zu, Yuanyuan Wang, Boudewijn P. F. Lelieveldt, Qian Tao
Deep Recursive Embedding for High-Dimensional Data. IEEE Trans. Vis. Comput. Graph. 28 (2) (2022)
Lihong Huang, Zixia Zhou, Yi Guo, Yuanyuan Wang
A stability-enhanced CycleGAN for effective domain transformation of unpaired ultrasound images. Biomed. Signal Process. Control. 77 (2022)
Zixia Zhou, Yi Guo, Yuanyuan Wang
Ultrasound deep beamforming using a multiconstrained hybrid generative adversarial network. Medical Image Anal. 71 (2021)
Zixia Zhou, Yi Guo, Yuanyuan Wang
Handheld Ultrasound Video High-Quality Reconstruction Using a Low-Rank Representation Multipathway Generative Adversarial Network. IEEE Trans. Neural Networks Learn. Syst. 32 (2) (2021)
Zixia Zhou, Yuanyuan Wang, Boudewijn P. F. Lelieveldt, Qian Tao
Deep Recursive Embedding for High-Dimensional Data. CoRR (2021)
Zixia Zhou, Xinrui Zu, Yuanyuan Wang, Boudewijn P. F. Lelieveldt, Qian Tao
Deep Recursive Embedding for High-Dimensional Data. CoRR (2021)
Zixia Zhou, Yuanyuan Wang, Yi Guo, Yanxing Qi, Jinhua Yu
Image Quality Improvement of Hand-Held Ultrasound Devices With a Two-Stage Generative Adversarial Network. IEEE Trans. Biomed. Eng. 67 (1) (2020)
Zixia Zhou, Yuanyuan Wang, Yi Guo, Xinming Jiang, Yanxing Qi
Ultrafast Plane Wave Imaging With Line-Scan-Quality Using an Ultrasound-Transfer Generative Adversarial Network. IEEE J. Biomed. Health Informatics 24 (4) (2020)
Zixia Zhou, Yuanyuan Wang, Jinhua Yu, Wei Guo, Zeju Li
Super-Resolution Reconstruction of Plane-Wave Ultrasound Image Based on a Multi-Angle Parallel U-Net with Maxout Unit and Novel Loss Function. J. Medical Imaging Health Informatics 9 (1) (2019)
Yin Dai, Zixia Zhou, Lu Xu
The application of multi-modality medical image fusion based method to cerebral infarction. EURASIP J. Image Video Process. 2017 (2017)