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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  
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  
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
Authors:  Zhang,Qi;  Zhou,Jianhang;  Zhang,Bob
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Diabetes mellitus  facial image  lung cancer  medical biometrics  stacked sparse autoencoder  
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  
Two-stage image classification supervised by a single teacher single student model Conference paper
30th British Machine Vision Conference 2019, BMVC 2019
Authors:  Zhou,Jianhang;  Zeng,Shaoning;  Zhang,Bob
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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  
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  
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  
Collaborative representation using non-negative samples for image classification Journal article
Sensors (Switzerland), 2019,Volume: 19,Issue: 11
Authors:  Zhou,Jianhang;  Zhang,Bob
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Collaborative representation-based classification  Image classification  Non-negative samples