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DsNet: Dual stack network for detecting diabetes mellitus and chronic kidney disease Journal article
Information Sciences, 2021,Volume: 547,Page: 945-962
Authors:  Zhang,Qi;  Zhou,Jianhang;  Zhang,Bob;  Wu,Enhua
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Chronic Kidney Disease  Diabetes Mellitus  Facial Image  Medical Biometrics  Noninvasive Disease Detection  Stack Network  Traditional Chinese Medicine  
An automatic multi-view disease detection system via Collective Deep Region-based Feature Representation Journal article
Future Generation Computer Systems, 2021,Volume: 115,Page: 59-75
Authors:  Zhou,Jianhang;  Zhang,Qi;  Zhang,Bob
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Disease Detection System  Feature Representation  Image Segmentation  Medical Biometrics  Multi-view Learning  
Linear Representation-Based Methods for Image Classification: A Survey Journal article
IEEE Access, 2020,Volume: 8,Page: 216645-216670
Authors:  Zhou,Jianhang;  Zeng,Shaoning;  Zhang,Bob
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Image Classification  Linear Representation  Optimization  
Graph Based Multichannel Feature Fusion for Wrist Pulse Diagnosis Journal article
IEEE Journal of Biomedical and Health Informatics, 2020
Authors:  Zhang,Qi;  Zhou,Jianhang;  Zhang,Bob
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Diabetes  Diseases  Feature Extraction  Feature Extraction  Feature Fusion  Graph Convolutional Networks  Pulse Signal  Scattering  Sensors  Testing  Wrist  Wrist Pulse Diagnosis  
Two-stage knowledge transfer framework for image classification Journal article
Pattern Recognition, 2020,Volume: 107
Authors:  Zhou,Jianhang;  Zeng,Shaoning;  Zhang,Bob
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Image Classification  Sparse Representation  Teacher-student Model  Two-stage Classification  
Automatic Epicardial Fat Segmentation and Quantification of CT Scans Using Dual U-Nets with a Morphological Processing Layer Journal article
IEEE Access, 2020,Volume: 8,Page: 128032-128041
Authors:  Zhang,Qi;  Zhou,Jianhang;  Zhang,Bob;  Jia,Weijia;  Wu,Enhua
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Cardiac Fat  Ct  Deep Learning  Image Segmentation  Medical Imaging Analysis  
A Noninvasive Method to Detect Diabetes Mellitus and Lung Cancer Using the Stacked Sparse autoencoder Conference paper
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, Barcelona, Spain, 4-8 May 2020
Authors:  Zhang,Qi;  Zhou,Jianhang;  Zhang,Bob
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Diabetes Mellitus  Facial Image  Lung Cancer  Medical Biometrics  Stacked Sparse Autoencoder  
Two-stage image classification supervised by a single teacher single student model Conference paper
30th British Machine Vision Conference 2019, BMVC 2019, British, 9 September 2019 - 12 September 2019
Authors:  Zhou,Jianhang;  Zeng,Shaoning;  Zhang,Bob
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A novel fusion strategy for probabilistic sparse representation classifier guided by support vector machines Conference paper
Proceedings of SPIE - The International Society for Optical Engineering, Sun Yat Sen Univ, Guangzhou, PEOPLES R CHINA, MAY 10-13, 2019
Authors:  Zhou,Jianhang;  Zeng,Shaoning;  Zhang,Bob
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Classifier Fusion  Collaborative Representation  Object Recognition  Sparse Representation  
TongueNet: A Precise and fast tongue segmentation system using U-net with a morphological processing layer Journal article
Applied Sciences (Switzerland), 2019,Volume: 9,Issue: 15
Authors:  Zhou,Jianhang;  Zhang,Qi;  Zhang,Bob;  Chen,Xiaojiao
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Convolutional Neural Network  Deep Learning  Image Segmentation  Morphological Image Processing  Tongue Image Analysis