Alcoholism Detection by Data Augmentation and Convolutional Neural Network with Stochastic Pooling

Shuihua Wang‎, Yiding Lv, Yuxiu Sui, +3

Journal of Medical Systems

Data AugmentationConvolutional Neural NetworkImage AnalysisMachine LearningData Science +6

Fractal Dimension Estimation for Developing Pathological Brain Detection System Based on Minkowski-Bouligand Method

Yudong Zhang, Xianqing Chen, Tianming Zhan, +7

IEEE Access

EngineeringNeural NetworkBrain MappingImage AnalysisPattern Recognition +21

Alcoholism detection by medical robots based on Hu moment invariants and predator–prey adaptive-inertia chaotic particle swarm optimization

Yudong Zhang, Yin Zhang⋆, Yiding Lv, +6

Computers & Electrical Engineering

Firefly AlgorithmSwarm DynamicAlcoholism DetectionHu Moment InvariantsMedical Robots

Identification of Alcoholism Based on Wavelet Renyi Entropy and Three‐Segment Encoded Jaya Algorithm

Shuihua Wang‎, Khan Muhammad, Yiding Lv, +3

Complexity

EngineeringDiagnosisFeature ExtractionWavelet Renyi EntropyBiomedical Signal Analysis +14

Abnormalities of regional homogeneity and its correlation with clinical symptoms in Naïve patients with first-episode schizophrenia

Xiaoxin Zhao, Jingjing Yao, Yiding Lv, +7

Brain Imaging and Behavior

Clinical SymptomsFirst-episode SchizophreniaPsychiatryPsychotic DisorderSchizophrenia +8

Sparse Autoencoder Based Deep Neural Network for Voxelwise Detection of Cerebral Microbleed

Yudong Zhang, Xiaoxia Hou, Yiding Lv, +3

EngineeringAutoencodersSusceptibility-weighted ImagingBrain MappingBiomedical Engineering +21

An Association Study on the Cognitive Function and the Cerebral Grey Matter Volume of Patients with First-Episode Schizophrenia.

Xinyue Zhang, Jingjing Yao, Yiding Lv, +4

PubMed

Smart pathological brain detection system by predator-prey particle swarm optimization and single-hidden layer neural-network

Hainan Wang, Yiding Lv, Hong Chen, +3

Multimedia Tools and Applications

Computational NeuroscienceNeuroimagingSingle-hidden Layer Neural-networkNeuroscienceNeurology +3

Reduced white matter integrity and facial emotion perception in never-medicated patients with first-episode schizophrenia: A diffusion tensor imaging study

Xiaoxin Zhao, Yuxiu Sui, Jingjing Yao, +5

Progress in Neuro-Psychopharmacology and Biological Psychiatry

Neuroimaging BiomarkersPsychopathologyFirst-episode SchizophreniaPsychiatryPsychotic Disorder +12