The application of multi-modality medical image fusion based method to cerebral infarction. - Yin Dai; Zixia Zhou; Lu Xu (EURASIP J. Image Video Process., 2017)

Super-Resolution Reconstruction of Plane-Wave Ultrasound Image Based on a Multi-Angle Parallel U-Net with Maxout Unit and Novel Loss Function. - Zixia Zhou; Yuanyuan Wang 001; Jinhua Yu; Wei Guo; Zeju Li (J. Medical Imaging Health Informatics, 2019)

Image Quality Improvement of Hand-Held Ultrasound Devices With a Two-Stage Generative Adversarial Network. - Zixia Zhou; Yuanyuan Wang 001; Yi Guo 002; Yanxing Qi; Jinhua Yu (IEEE Trans. Biomed. Eng., 2020)

Ultrafast Plane Wave Imaging With Line-Scan-Quality Using an Ultrasound-Transfer Generative Adversarial Network. - Zixia Zhou; Yuanyuan Wang 001; Yi Guo 002; Xinming Jiang; Yanxing Qi (IEEE J. Biomed. Health Informatics, 2020)

Ultrasound deep beamforming using a multiconstrained hybrid generative adversarial network. - Zixia Zhou; Yi Guo 002; Yuanyuan Wang 001 (Medical Image Anal., 2021)

Handheld Ultrasound Video High-Quality Reconstruction Using a Low-Rank Representation Multipathway Generative Adversarial Network. - Zixia Zhou; Yi Guo 002; Yuanyuan Wang 001 (IEEE Trans. Neural Networks Learn. Syst., 2021)

A stability-enhanced CycleGAN for effective domain transformation of unpaired ultrasound images. - Lihong Huang; Zixia Zhou; Yi Guo 002; Yuanyuan Wang 001 (Biomed. Signal Process. Control., 2022)

Deep Recursive Embedding for High-Dimensional Data. - Zixia Zhou; Xinrui Zu; Yuanyuan Wang 001; Boudewijn P. F. Lelieveldt; Qian Tao (IEEE Trans. Vis. Comput. Graph., 2022)

Ultrafast Labeling for Multiplexed Immunobiomarkers from Label-free Fluorescent Images. - Zixia Zhou; Yuming Jiang 005; Ruijiang Li; Lei Xing 001 (AMAI@MICCAI, 2023)

Political teaching application in high vocational care courses based on machine learning systems. - Zixia Zhou; Yang Liu (Soft Comput., 2023)

Multibranch CNN With MLP-Mixer-Based Feature Exploration for High-Performance Disease Diagnosis. - Zixia Zhou; Md Tauhidul Islam; Lei Xing 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Noise-Resilient Symbolic Regression with Dynamic Gating Reinforcement Learning. - Chenglu Sun; Shuo Shen; Wenzhi Tao; Deyi Xue; Zixia Zhou (AAAI, 2025)

Tissue-origin transcriptomic interactions as indicators of inflammatory aging and aging gene discovery. - Wei Emma Wu; Qingyue Wei; Zixia Zhou; Huijun Z. Ring; Md Tauhidul Islam; Lei Xing 001 (Comput. Biol. Medicine, 2025)

ADF-OCT: An advanced Assistive Diagnosis Framework for study-level macular optical coherence tomography. - Weihao Gao; Wangting Li; Dong Fang; Zheng Gong; Chucheng Chen; Zhuo Deng; Fuju Rong; Lu Chen; Lujia Feng; Canfeng Huang; Jia Liang; Yijing Zhuang; et al. (Inf. Fusion, 2025)

Enhancing AI-Bot Strength and Strategy Diversity in Adversarial Games: A Novel Deep Reinforcement Learning Framework. - Chenglu Sun; Shuo Shen; Deyi Xue; Wenzhi Tao; Zixia Zhou (IEEE Trans. Games, 2025)