Depression recognition using machine learning methods with different feature generation strategies

Xiaowei Li, Xin Zhang, Jing Zhu, +5

Artificial Intelligence in Medicine

EngineeringMachine LearningData SciencePattern RecognitionBiometrics +7

LMDA-Net:A lightweight multi-dimensional attention network for general EEG-based brain-computer interfaces and interpretability

Zhengqing Miao, Meirong Zhao, Xin Zhang, +1

NeuroImage

EngineeringAttentionSocial SciencesData ScienceCognitive Electrophysiology +14

Sleep stage classification based on multi-level feature learning and recurrent neural networks via wearable device

Xin Zhang, Weixuan Kou, Eric Chang, +3

Computers in Biology and Medicine

SleepSleep DisorderEngineeringMachine LearningData Science +8

Physicochemical characterization and antioxidant activity of a polysaccharide isolated from oolong tea

Hạixia Chen, Zhaoshuai Wang, Zhishuang Qu, +3

European Food Research and Technology

Food ChemistryPhysicochemical CharacterizationOolong TeaMedicineAntioxidant Activity +5

Transcutaneous auricular vagus nerve stimulation reduces cytokine production in sepsis: An open double-blind, sham-controlled, pilot study

Zhiyang Wu, Xin Zhang, Tiantian Cai, +6

Brain stimulation

InflammationOpen Double-blindMedicineImmunologySepsis +3

Early-stage fusion of EEG and fNIRS improves classification of motor imagery

Yang Li, Xin Zhang, Dong Ming

Frontiers in Neuroscience

A Single-Session Preliminary Evaluation of an Affordable BCI-Controlled Arm Exoskeleton and Motor-Proprioception Platform

Ahmed M. Elnady, Xin Zhang, Zhen Gang Xiao, +4

Frontiers in Human Neuroscience

Motor-proprioception PlatformNeurological RehabilitationMotor ControlSensorimotor RehabilitationRehabilitation Robotics +19

Enhancement for P300-speller classification using multi-window discriminative canonical pattern matching

Xiaolin Xiao, Minpeng Xu, Jin Han, +5

Journal of Neural Engineering

Effects of dietary selenium on immune function of spleen in mice

Xin Zhang, Liangliang Zhang, Kaide Xia, +7

Journal of Functional Foods

GABAA receptor subunit gene polymorphisms predict symptom-based and developmental deficits in Chinese Han children and adolescents with autistic spectrum disorders

Shuhan Yang, Xuan Guo, Xiaopeng Dong, +5

Scientific Reports