Real-world data medical knowledge graph: construction and applications

Linfeng Li, Peng Wang, Jun Yan, +8

Artificial Intelligence in Medicine

Knowledge RepresentationEngineeringData ScienceClinical DatabaseMedical Expert System +3

A Novel Deep Learning Approach With Data Augmentation to Classify Motor Imagery Signals

Zhiwen Zhang, Feng Duan, Jordi Solé‐Casals, +4

IEEE Access

Convolutional Neural NetworkMotor LearningEngineeringMachine LearningAutoencoders +15

A multimodal emotion recognition method based on facial expressions and electroencephalography

Ying Tan, Zhe Sun, Feng Duan, +2

Biomedical Signal Processing and Control

Cognitive ScienceEngineeringFacial Expression RecognitionFacial ExpressionsPattern Recognition +12

A gradient boosting decision tree approach for insider trading identification: An empirical model evaluation of China stock market

Shangkun Deng, Chenguang Wang, Mingyue Wang, +1

Applied Soft Computing

Decision Tree ApproachAsset PricingDecision TreeAccountingAlgorithmic Trading +7

Topological Network Analysis of Early Alzheimer’s Disease Based on Resting-State EEG

Feng Duan, Zihao Huang, Zhe Sun, +5

IEEE Transactions on Neural Systems and Rehabilitation Engineering

A Novel Multimodal Approach for Hybrid Brain–Computer Interface

Zhe Sun, Zihao Huang, Feng Duan, +1

IEEE Access

EngineeringIntelligent SystemsSocial SciencesImage AnalysisData Science +17

Improving solar radiation estimation in China based on regional optimal combination of meteorological factors with machine learning methods

Chuan He, Jiandong Liu, Fang Xu, +9

Energy Conversion and Management

MeteorologyNumerical Weather PredictionEarth ScienceRegional Optimal CombinationData Science +12

Synaptic Proteome Alterations in the Primary Auditory Cortex of Individuals With Schizophrenia

Matthew L. MacDonald, Megan Garver, Jason T. Newman, +8

JAMA Psychiatry

The Effect of Treadmill Walking on Gait and Upper Trunk through Linear and Nonlinear Analysis Methods

Liang Shi, Feng Duan, Yikang Yang, +1

Sensors

Gait AnalysisPhysical ActivityEngineeringAccelerometerMovement Biomechanics +18

MAP2 is differentially phosphorylated in schizophrenia, altering its function

Melanie Grubisha, Xi Sun, M L MacDonald, +11

Molecular Psychiatry