Sufen Ren

High-efficiency FBG array sensor interrogation system via a neural network working with sparse data

Sufen Ren, Shengchao Chen, Jianli Yang et al. · Optics Express · 2023 · 36 citations · Full text

Engineering, Sensor Array, Neural Network +19

Interpretable CNN-Multilevel Attention Transformer for Rapid Recognition of Pneumonia From Chest X-Ray Images

Shengchao Chen, Sufen Ren, Guanjun Wang et al. · IEEE Journal of Biomedical and Health Informatics · 2023 · 33 citations

Convolutional Neural Network, Engineering, Machine Learning +17

Fabry-Perot interferometric sensor demodulation system utilizing multi-peak wavelength tracking and neural network algorithm

Shengchao Chen, Feifan Yao, Sufen Ren et al. · Optics Express · 2022 · 31 citations · Full text

Fpi Sensors, Engineering, Sensor Array +23

Reconstruction of Fabry-Perot Interferometric Sensor Spectrum From Extremely Sparse Sampling Points Using Dense Neural Network

Shengchao Chen, Sufen Ren, Jianli Yang et al. · IEEE Photonics Technology Letters · 2022 · 23 citations

Improvement of Fiber Bragg Grating Wavelength Demodulation System by Cascading Generative Adversarial Network and Dense Neural Network

Shuna Li, Sufen Ren, Shengchao Chen et al. · Applied Sciences · 2022 · 20 citations · Full text

Generative Adversarial Network, Sensor Demodulation Network, Fiber Optic Sensing +5