Ruixia Liu

An ECG Signal Denoising Method Using Conditional Generative Adversarial Net

Xiaoyu Wang, Bingchu Chen, Ming Zeng et al. · IEEE Journal of Biomedical and Health Informatics · 2022 · 70 citations

Differential Privacy for Data and Model Publishing of Medical Data

Zongkun Sun, Yinglong Wang, Minglei Shu et al. · IEEE Access · 2019 · 55 citations · Full text

Privacy Protection, Engineering, Machine Learning +20

Deep Neural Network Denoising Model Based on Sparse Representation Algorithm for ECG Signal

Yanrong Hou, Ruixia Liu, Minglei Shu et al. · IEEE Transactions on Instrumentation and Measurement · 2023 · 33 citations

Engineering, Machine Learning, Half Quadratic Splitting +17

An ECG denoising method based on adversarial denoising convolutional neural network

Yanrong Hou, Ruixia Liu, Minglei Shu et al. · Biomedical Signal Processing and Control · 2023 · 33 citations

Convolutional Neural Network, Engineering, Machine Learning +8

ECG Signal Denoising and Reconstruction Based on Basis Pursuit

Ruixia Liu, Minglei Shu, Changfang Chen · Applied Sciences · 2021 · 28 citations · Full text

Sparse Representation, Engineering, Ecg Denoising +10