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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
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Diabetes Mellitus  Facial key block analysis  Probabilistic collaborative representation based classifier  Medical biometrics  Noninvasive computerized disease detection  
Novel Noninvasive Brain Disease Detection System Using a Facial Image Sensor Journal article
sensors, 2017,Volume: 17,Issue: 12
Authors:  Shu, Ting;  Zhang, Bob;  Tang, Yuan Yan
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Image Sensor  Brain Disease  Noninvasive Detection System  Facial Key Block Analysis  Procrc  Medical Biometrics  
Joint similar and specific learning for diabetes mellitus and impaired glucose regulation detection Journal article
INFORMATION SCIENCES, 2017,Volume: 384,Page: 191-204
Authors:  Li, Jinxing;  Zhang, David;  Li, Yongcheng;  Wu, Jian;  Zhang, Bob
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Diabetes mellitus (DM)  Impaired glucose regulation (IGR)  joint representation  Tongue image  Facial image  Sublingual image  
An extensive analysis of various texture feature extractors to detect Diabetes Mellitus using facial specific regions Journal article
Computers in Biology and Medicine, 2017,Volume: 83,Page: 69-83
Authors:  Shu, Ting;  Zhang, Bob;  Tang, Yuan Yan
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Texture Feature Analysis  Facial Key Block Analysis  Diabetes Mellitus Detection  Image Gray-scale Histogram  Medical Biometrics  
A study of diabetes mellitus detection using sparse representation algorithms with facial block color features Conference paper
2016 IEEE International Conference on Signal and Image Processing, ICSIP 2016
Authors:  Zhang P.;  Zhang B.
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Diabetes mellitus detection  facial block color features  sparse representation algorithms  
Effective Heart Disease Detection Based on Quantitative Computerized Traditional Chinese Medicine Using Representation Based Classifiers Journal article
EVIDENCE-BASED COMPLEMENTARY AND ALTERNATIVE MEDICINE, 2017
Authors:  Shu, Ting;  Zhang, Bob;  Tang, Yuan Yan
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Facial color analysis of Overweight-Obesity and its relationship to Healthy and Diabetes Mellitus using statistical pattern recognition Conference paper
IEEE Region 10 Annual International Conference, Proceedings/TENCON
Authors:  Shu T.;  Zhang B.
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Diabetes Mellitus  non-invasive  overweight/obese  statistical pattern recognition  
Diabetes Mellitus detection based on facial block texture features using the Gabor filter Conference paper
Proceedings - 17th IEEE International Conference on Computational Science and Engineering, CSE 2014, Jointly with 13th IEEE International Conference on Ubiquitous Computing and Communications, IUCC 2014, 13th International Symposium on Pervasive Systems, Algorithms, and Networks, I-SPAN 2014 and 8th International Conference on Frontier of Computer Science and Technology, FCST 2014
Authors:  Ting S.;  Zhang B.
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Diabetes Mellitus  Facial block texture features  Gabor filter  K-Nearest Neighbors  Support Vector Machine  
Noninvasive diabetes mellitus detection using facial block color with a sparse representation classifier Journal article
IEEE Transactions on Biomedical Engineering, 2014,Volume: 61,Issue: 4,Page: 1027
Authors:  Zhang B.;  Vijaya Kumar B.V.K.;  Zhang D.
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Color feature  diabetes mellitus (DM)  facial block  facial color gamut  sparse representation classifier (SRC)