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Histogram of Oriented Gradient Based Plantar Pressure Image Feature Extraction and Classification Employing Fuzzy Support Vector Machine Journal article
Wang, Cunlei, Li, Zairan, Dey, Nilanjan, Li, Zhaochun, Ashour, Amira S., Fong, Simon James, Sherratt, R. Simon, Wu, Lijun, Shi, Fuqian. Histogram of Oriented Gradient Based Plantar Pressure Image Feature Extraction and Classification Employing Fuzzy Support Vector Machine[J]. JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS, 2018, 8(4), 842-854.
Authors:  Wang, Cunlei;  Li, Zairan;  Dey, Nilanjan;  Li, Zhaochun;  Ashour, Amira S.; et al.
Favorite | TC[WOS]:22   IF:0.659/0.660 | Submit date：2018/10/30
Artificial Intelligence  Machine Learning Algorithms  Fuzzy Logic  Image Mining  Health Care  
A Special Section on Big Data Technology and Information Management in Medical and Health Informatics Journal article
Wong, Kelvin K. L., Wang, Defeng, Fong, Simon, Ng, Eddie Y. K.. A Special Section on Big Data Technology and Information Management in Medical and Health Informatics[J]. JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS, 2018, 8(2), 313-316.
Authors:  Wong, Kelvin K. L.;  Wang, Defeng;  Fong, Simon;  Ng, Eddie Y. K.
Favorite | TC[WOS]:2 TC[Scopus]:0  IF:0.659/0.660 | Submit date：2018/10/30
Gene-network-based feature set (GNFS) for expression-based cancer classification Journal article
Doungpan, Narumol, Engchuan, Worrawat, Meechai, Asawin, Fong, Simon, Chan, Jonathan H. Gene-network-based feature set (GNFS) for expression-based cancer classification[J]. Journal of Medical Imaging and Health Informatics, 2016, 6(4), 1093-1101.
Authors:  Doungpan, Narumol;  Engchuan, Worrawat;  Meechai, Asawin;  Fong, Simon;  Chan, Jonathan H
Favorite | TC[WOS]:3 TC[Scopus]:5 | Submit date：2019/02/13
Breast Cancer  Classification  Colorectal Cancer  Feature Selection  Gene Expression Analysis  Gene Network  Gene Set  Lung Cancer  
Solving the Under-Fitting Problem for Decision Tree Algorithms by Incremental Swarm Optimization in Rare-Event Healthcare Classification Journal article
Li, Jinyan, Fong, Simon, Mohammed, Sabah, Fiaidhi, Jinan, Chen, Qian, Tan, Zhen. Solving the Under-Fitting Problem for Decision Tree Algorithms by Incremental Swarm Optimization in Rare-Event Healthcare Classification[J]. Journal of Medical Imaging and Health Informatics, 2016, 6(4), 1102-1110.
Authors:  Li, Jinyan;  Fong, Simon;  Mohammed, Sabah;  Fiaidhi, Jinan;  Chen, Qian; et al.
Favorite | TC[WOS]:14 TC[Scopus]:17  IF:0.659/0.660 | Submit date：2019/02/13
Decision Tree  Imbalanced Healthcare Dataset  Incremental Swarm Optimization  Swarm Intelligence Algorithm  
Early Diagnosis of Alzheimer Disease Using Instance-Based Learning Techniques Journal article
Khan, Aunsia, Liu, Lian-Sheng, Usman, Muhammad, Fong, Simon. Early Diagnosis of Alzheimer Disease Using Instance-Based Learning Techniques[J]. Journal of Medical Imaging and Health Informatics, 2016, 6(4), 1111-1118.
Authors:  Khan, Aunsia;  Liu, Lian-Sheng;  Usman, Muhammad;  Fong, Simon
Favorite | TC[WOS]:3 TC[Scopus]:4  IF:0.659/0.660 | Submit date：2019/02/13
Alzheimer's Disease  Computer Aided Diagnosis  Machine Learning  
A Hybrid Approach to Human Posture Classification During TV Watching Journal article
Chan, Jonathan H., Visutarrom, Thammarsat, Cho, Sung-Bae, Engchuan, Worrawat, Mongolnam, Pornchai, Fong, Simon. A Hybrid Approach to Human Posture Classification During TV Watching[J]. Journal of Medical Imaging and Health Informatics, 2016, 6(4), 1119-1126.
Authors:  Chan, Jonathan H.;  Visutarrom, Thammarsat;  Cho, Sung-Bae;  Engchuan, Worrawat;  Mongolnam, Pornchai; et al.
Favorite | TC[WOS]:2 TC[Scopus]:3  IF:0.659/0.660 | Submit date：2019/02/13
Benchmarking  Genetic Algorithm  Human Posture Classification  Hybrid Approach  Kinect  Random Forest  Television Watching  
A special section on advanced computing techniques for machine learning and data mining in medical informatics Journal article
Wong,Kelvin K.L., Wang,Defeng, Fong,Simon, Ng,Eddie Y.K.. A special section on advanced computing techniques for machine learning and data mining in medical informatics[J]. Journal of Medical Imaging and Health Informatics, 2016, 6(4), 1052-1055.
Authors:  Wong,Kelvin K.L.;  Wang,Defeng;  Fong,Simon;  Ng,Eddie Y.K.
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:0.659/0.660 | Submit date：2021/03/09
Real-time analysis of vital signs using incremental data stream mining techniques with a case study of ARDS under ICU treatment Journal article
Fong, Simon, Siu, Shirley W. I., Zhou, Suzy, Chan, Jonathan H., Mohammed, Sabah, Fiaidhi, Jinan. Real-time analysis of vital signs using incremental data stream mining techniques with a case study of ARDS under ICU treatment[J]. Journal of Medical Imaging and Health Informatics, 2015, 5(5), 1108-1115.
Authors:  Fong, Simon;  Siu, Shirley W. I.;  Zhou, Suzy;  Chan, Jonathan H.;  Mohammed, Sabah; et al.
Favorite | TC[WOS]:1 TC[Scopus]:2  IF:0.659/0.660 | Submit date：2019/02/13
Data Stream Mining  Naïve Bayes  Optimized Very Fast Decision Tree  Support Vector Machine  Vital Signs Analysis  
Efficient variation-based feature selection for medical data classification Journal article
Fong, Simon, Liang, Justin, Siu, Shirley W. I., Chan, Jonathan H. Efficient variation-based feature selection for medical data classification[J]. Journal of Medical Imaging and Health Informatics, 2015, 5(5), 1093-1098.
Authors:  Fong, Simon;  Liang, Justin;  Siu, Shirley W. I.;  Chan, Jonathan H
Favorite | TC[WOS]:3 TC[Scopus]:3  IF:0.659/0.660 | Submit date：2019/02/13
Classification  Feature Selection  Medical Datasets  
An adaptive ultrasonic backscattered signal processing technique for accurate object localization based on the instantaneous energy density level Journal article
Jin B., Vai M.I.. An adaptive ultrasonic backscattered signal processing technique for accurate object localization based on the instantaneous energy density level[J]. Journal of Medical Imaging and Health Informatics, 2015, 5(5), 1059-1064.
Authors:  Jin B.;  Vai M.I.
Favorite | TC[WOS]:11 TC[Scopus]:12 | Submit date：2019/02/14
Accurate Localization  Instantaneous Energy Density Level  Snr  Ultrasonic Backscattered Signal