Chen Xia

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

Multivariate Pattern Analysis of EEG-Based Functional Connectivity: A Study on the Identification of Depression

Hong Peng, Chen Xia, Zihan Wang et al. · IEEE Access · 2019 · 113 citations · Full text

Neuropsychology, Affective Neuroscience, Neurophysiological Biomarkers +20

Bottom–Up Visual Saliency Estimation With Deep Autoencoder-Based Sparse Reconstruction

Chen Xia, Fei Qi, Guangming Shi · IEEE Transactions on Neural Networks and Learning Systems · 2016 · 66 citations

Convolutional Neural Network, Machine Vision, Machine Learning +12

Predicting Human Saccadic Scanpaths Based on Iterative Representation Learning

Chen Xia, Junwei Han, Fei Qi et al. · IEEE Transactions on Image Processing · 2019 · 45 citations

Engineering, Machine Learning, Current Fixation +24

Capsinoids suppress fat accumulation via lipid metabolism

Hong Qin, Chen Xia, Xiangying Hu et al. · Molecular Medicine Reports · 2014 · 34 citations · Full text

Obesity, Metabolic Syndrome, Biochemistry +15