Xiaowei Li

A multi-modal open dataset for mental-disorder analysis

Hanshu Cai, Zhenqin Yuan, Yiwen Gao et al. · Scientific Data · 2022 · 214 citations · Full text

EEG-based mild depressive detection using feature selection methods and classifiers

Xiaowei Li, Bin Hu, Shuting Sun et al. · Computer Methods and Programs in Biomedicine · 2016 · 181 citations

Psychiatry, Mood Symptom, Medicine +11

Graph Theory Analysis of Functional Connectivity in Major Depression Disorder With High-Density Resting State EEG Data

Shuting Sun, Xiaowei Li, Jing Zhu et al. · IEEE Transactions on Neural Systems and Rehabilitation Engineering · 2019 · 166 citations

Functional Brain Network, Neurophysiological Biomarkers, Brain Mapping +25

Depression recognition using machine learning methods with different feature generation strategies

Xiaowei Li, Xin Zhang, Jing Zhu et al. · Artificial Intelligence in Medicine · 2019 · 151 citations

Engineering, Machine Learning, Data Science +9

EEG-based mild depression recognition using convolutional neural network

Xiaowei Li, Rong La, Ying Wang et al. · Medical & Biological Engineering & Computing · 2019 · 127 citations

Convolutional Neural Network, Psychiatry, Mood Symptom +6