Guohao Shen

Sleep apnea detection from a single-lead ECG signal with automatic feature-extraction through a modified LeNet-5 convolutional neural network

Tao Wang, Changhua Lu, Guohao Shen et al. · PeerJ · 2019 · 195 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +18

Detection of Sleep Apnea from Single-Lead ECG Signal Using a Time Window Artificial Neural Network

Tao Wang, Changhua Lu, Guohao Shen · BioMed Research International · 2019 · 71 citations · Full text

Engineering, Machine Learning, Wearable Technology +17

Deep nonparametric regression on approximate manifolds: Nonasymptotic error bounds with polynomial prefactors

Yuling Jiao, Guohao Shen, Yuanyuan Lin et al. · The Annals of Statistics · 2023 · 37 citations · Full text

Engineering, Machine Learning, Manifold Modeling +16

Robust post-selection inference of high-dimensional mean regression with heavy-tailed asymmetric or heteroskedastic errors

Dongxiao Han, Jian Huang, Yuanyuan Lin et al. · Journal of Econometrics · 2021 · 13 citations · Full text

Engineering, High-dimensional Method, Robust Statistic +15

Deep Nonparametric Regression on Approximate Manifolds: Non-Asymptotic Error Bounds with Polynomial Prefactors

Yuling Jiao, Guohao Shen, Yuanyuan Lin et al. · arXiv (Cornell University) · 2021 · 11 citations · Full text