Multimodal Neuroimaging Feature Learning With Multimodal Stacked Deep Polynomial Networks for Diagnosis of Alzheimer's Disease

Jun Shi, Zheng Xiao, Yan Li, +2

IEEE Journal of Biomedical and Health Informatics

Convolutional Neural NetworkEngineeringMachine LearningAutoencodersMagnetic Resonance Imaging +17

Deep learning based classification of breast tumors with shear-wave elastography

Qi Zhang, Yang Xiao, Wei Dai, +4

Ultrasonics

EngineeringMachine LearningMedical ImagingMedical Image ComputingBiomedical Imaging +10

Stacked deep polynomial network based representation learning for tumor classification with small ultrasound image dataset

Jun Shi, Shichong Zhou, Xiao Liu, +3

Neurocomputing

EngineeringMachine LearningMedical ImagingData ScienceDeep Learning +9

COVID-AL: The diagnosis of COVID-19 with deep active learning

Xing Wu, Cheng Chen, Mingyu Zhong, +2

Medical Image Analysis

Deep LearningCovid-19 PandemicDiagnosisDisease SurveillanceDeep Active Learning +3

Toward Data-Driven Structural Health Monitoring: Application of Machine Learning and Signal Processing to Damage Detection

Yujie Ying, James H. Garrett, Irving J. Oppenheim, +4

Journal of Computing in Civil Engineering

EngineeringMachine LearningWell DiagnosticsDiagnosisFault Forecasting +21

MR Image Super-Resolution via Wide Residual Networks With Fixed Skip Connection

Jun Shi, Zheng Li, Shihui Ying, +4

IEEE Journal of Biomedical and Health Informatics

Convolutional Neural NetworkEngineeringWide Residual NetworksMagnetic Resonance ImagingSuper-resolution Imaging +19

Continuous Monitoring of Sonomyography, Electromyography and Torque Generated by Normal Upper Arm Muscles During Isometric Contraction: Sonomyography Assessment for Arm Muscles

Jun Shi, Yong‐Ping Zheng, Qinghua Huang, +1

IEEE Transactions on Biomedical Engineering

Medical UltrasoundMuscle FunctionIsometric ContractionUpper ExtremityOrthopaedic Surgery +18

Shearlet-based texture feature extraction for classification of breast tumor in ultrasound image

Shichong Zhou, Jun Shi, Jie Zhu, +2

Biomedical Signal Processing and Control

Image AnalysisEngineeringMedical ImagingPattern RecognitionBiomedical Imaging +12

Sonoelastomics for Breast Tumor Classification: A Radiomics Approach with Clustering-Based Feature Selection on Sonoelastography

Qi Zhang, Yang Xiao, Jingfeng Suo, +5

Ultrasound in Medicine & Biology

EngineeringClustering-based Feature SelectionMedical ImagingBiomedical ImagingDiagnosis +13

A two-stage multi-view learning framework based computer-aided diagnosis of liver tumors with contrast enhanced ultrasound images

Le‐Hang Guo, Dan Wang, Yiyi Qian, +8

Clinical Hemorheology and Microcirculation