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Histogram of Oriented Gradient Based Plantar Pressure Image Feature Extraction and Classification Employing Fuzzy Support Vector Machine Journal article
JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS, 2018,Volume: 8,Issue: 4,Page: 842-854
Authors:  Wang, Cunlei;  Li, Zairan;  Dey, Nilanjan;  Li, Zhaochun;  Ashour, Amira S.;  Fong, Simon James;  Sherratt, R. Simon;  Wu, Lijun;  Shi, Fuqian
Favorite  |  View/Download:13/0  |  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
JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS, 2018,Volume: 8,Issue: 2,Page: 313-316
Authors:  Wong, Kelvin K. L.;  Wang, Defeng;  Fong, Simon;  Ng, Eddie Y. K.
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A special section on advanced computing techniques for machine learning and data mining in medical informatics Journal article
Journal of Medical Imaging and Health Informatics, 2016,Volume: 6,Issue: 4,Page: 1052-1055
Authors:  Wong K.K.L.;  Wang D.;  Fong S.;  Ng E.Y.K.
Favorite  |  View/Download:2/0  |  Submit date:2019/02/13
Gene-network-based feature set (GNFS) for expression-based cancer classification Journal article
Journal of Medical Imaging and Health Informatics, 2016,Volume: 6,Issue: 4,Page: 1093-1101
Authors:  Doungpan N.;  Engchuan W.;  Meechai A.;  Fong S.;  Chan J.H.
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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
Journal of Medical Imaging and Health Informatics, 2016,Volume: 6,Issue: 4,Page: 1102-1110
Authors:  Li, Jinyan;  Fong, Simon;  Mohammed, Sabah;  Fiaidhi, Jinan;  Chen, Qian;  Tan, Zhen
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Decision Tree  Imbalanced Healthcare Dataset  Incremental Swarm Optimization  Swarm Intelligence Algorithm  
Early Diagnosis of Alzheimer Disease Using Instance-Based Learning Techniques Journal article
Journal of Medical Imaging and Health Informatics, 2016,Volume: 6,Issue: 4,Page: 1111-1118
Authors:  Khan, Aunsia;  Liu, Lian-Sheng;  Usman, Muhammad;  Fong, Simon
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Alzheimer's Disease  Computer Aided Diagnosis  Machine Learning  
A Hybrid Approach to Human Posture Classification During TV Watching Journal article
Journal of Medical Imaging and Health Informatics, 2016,Volume: 6,Issue: 4,Page: 1119-1126
Authors:  Chan J.H.;  Visutarrom T.;  Cho S.-B.;  Engchuan W.;  Mongolnam P.;  Fong S.
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Benchmarking  Genetic Algorithm  Human Posture Classification  Hybrid Approach  Kinect  Random Forest  Television Watching  
Real-time analysis of vital signs using incremental data stream mining techniques with a case study of ARDS under ICU treatment Journal article
Journal of Medical Imaging and Health Informatics, 2015,Volume: 5,Issue: 5,Page: 1108-1115
Authors:  Fong, Simon;  Siu, Shirley W. I.;  Zhou, Suzy;  Chan, Jonathan H.;  Mohammed, Sabah;  Fiaidhi, Jinan
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Data Stream Mining  Naïve Bayes  Optimized Very Fast Decision Tree  Support Vector Machine  Vital Signs Analysis  
An adaptive ultrasonic backscattered signal processing technique for accurate object localization based on the instantaneous energy density level Journal article
Journal of Medical Imaging and Health Informatics, 2015,Volume: 5,Issue: 5,Page: 1059-1064
Authors:  Jin B.;  Vai M.I.
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Accurate Localization  Instantaneous Energy Density Level  SNR  Ultrasonic Backscattered Signal  
Efficient variation-based feature selection for medical data classification Journal article
Journal of Medical Imaging and Health Informatics, 2015,Volume: 5,Issue: 5,Page: 1093-1098
Authors:  Fong, Simon;  Liang, Justin;  Siu, Shirley W. I.;  Chan, Jonathan H
Favorite  |  View/Download:5/0  |  Submit date:2019/02/13
Classification  Feature Selection  Medical Datasets