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Two-phase non-invasive multi-disease detection via sublingual region Journal article
Computers in Biology and Medicine, 2021,Volume: 137
Authors:  Zhou, Jianhang;  Zhang, Qi;  Zhang, Bob
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2021/12/08
Feature Extraction  Medical Biometrics  Multi-disease Detection  Non-invasive Disease Detection  Sublingual Vein  
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
Favorite |  | TC[WOS]:4 TC[Scopus]:7 | Submit date:2021/03/11
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
Favorite |  | TC[WOS]:2 TC[Scopus]:3 | Submit date:2021/03/11
Disease Detection System  Feature Representation  Image Segmentation  Medical Biometrics  Multi-view Learning  
A progressive stack face-based network for detecting diabetes mellitus and breast cancer Conference paper
IJCB 2020 - IEEE/IAPR International Joint Conference on Biometrics, Houston, TX, USA, 28 Sept.-1 Oct. 2020
Authors:  Zhou, Jianhang;  Zhang, Qi;  Zhang, Bob
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2021/12/06
A hybrid shape-based image clustering using time-series analysis Journal article
Multimedia Tools and Applications, 2020,Volume: 80,Issue: 3,Page: 3793-3808
Authors:  Atreyee Mondal;  Nilanjan Dey;  Simon Fong;  Amira S. Ashour
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
Shape Clustering  Image To Time-series Conversion  Shape Similarity  Hierarchical Clustering  Pearson Correlation Distance Metric  
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
Favorite |  | TC[WOS]:0 TC[Scopus]:7 | Submit date:2021/03/11
Diabetes Mellitus  Lung Cancer  Facial Image  Medical Biometrics  Stacked Sparse Autoencoder  
Applying L-SRC for Non-invasive Disease Detection Using Facial Chromaticity and Texture Features Conference paper
Proceedings of 2019 IEEE 7th International Conference on Bioinformatics and Computational Biology, ICBCB 2019, Hangzhou, China, 21-23 March 2019
Authors:  Zhou,Jianhang;  Zhang,Qi;  Zhang,Bob
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2021/03/11
Facial Image Analysis  Linear Discriminant Analysis  Medical Biometrics  Sparse Representation Algorithms  
Multicellular gene network analysis identifies a macrophage-related gene signature predictive of therapeutic response and prognosis of gliomas Journal article
Journal of Translational Medicine, 2019,Volume: 17,Issue: 1
Authors:  Sun X.;  Liu X.;  Xia M.;  Shao Y.;  Zhang X.D.
Adobe PDF | Favorite |  | TC[WOS]:21 TC[Scopus]:20 | Submit date:2021/03/03
Biomarker  Drug Resistance  Glioma  Macrophages  Multicellular Gene Network  Prognostic Signature  
An improved noninvasive method to detect Diabetes Mellitus using the Probabilistic Collaborative Representation based Classifier Journal article
INFORMATION SCIENCES, 2018,Volume: 467,Page: 477-488
Authors:  Shu, Ting;  Zhang, Bob;  Tang, Yuan Yan
Favorite |  | TC[WOS]:14 TC[Scopus]:17 | Submit date:2018/10/30
Diabetes Mellitus  Facial Key Block Analysis  Probabilistic Collaborative Representation Based Classifier  Medical Biometrics  Noninvasive Computerized Disease Detection  
Non-invasive multi-disease classification via facial image analysis using a convolutional neural network Conference paper
International Conference on Wavelet Analysis and Pattern Recognition, Chengdu, China, 15-18 July 2018
Authors:  Zhang L.;  Zhang B.
Favorite |  | TC[WOS]:0 TC[Scopus]:2 | Submit date:2019/04/04
Deep Learning  Facial Image Analysis  Medical Biometrics  Multi-disease Classification