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Two-stage CNNs for computerized BI-RADS categorization in breast ultrasound images Journal article
BIOMEDICAL ENGINEERING ONLINE, 2019,Volume: 18,Issue: 8
Authors:  Yunzhi Huang;  Luyi Han;  Haoran Dou;  Honghao Luo;  Zhen Yuan;  Qi Liu;  Jiang Zhang;  Guangfu Yin
Favorite  |  View/Download:6/0  |  Submit date:2020/06/24
Breast Tumor In Ultrasound Image  Breast Imaging Reporting And Data System (Bi-rads)  Automatic Categorization  Deep Convolutional Neural Network  
Medical data mining in sentiment analysis based on optimized swarm search feature selection Journal article
AUSTRALASIAN PHYSICAL & ENGINEERING SCIENCES IN MEDICINE, 2018,Volume: 41,Issue: 4,Page: 1087-1100
Authors:  Zeng, Daohui;  Peng, Jidong;  Fong, Simon;  Qiu, Yining;  Wong, Raymond
Favorite  |  View/Download:3/0  |  Submit date:2019/01/17
Medical text mining  Optimized swarm search-based feature selection  Sentiment prediction  Clustering-by-coefficient-of-variation  
Guest Editorial Wireless Sensing Circuits and Systems for Healthcare and Biomedical Applications Journal article
IEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS, 2018,Volume: 8,Issue: 2,Page: 161-164
Authors:  Li, Changzhi;  Mak, Pui-In;  Gomez-Garcia, Roberto;  Chen, Ying
Favorite  |  View/Download:15/0  |  Submit date:2018/10/30
Clinical application of modified bag-of-features coupled with hybrid neural-based classifier in dengue fever classification using gene expression data Journal article
MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, 2018,Volume: 56,Issue: 4,Page: 709-720
Authors:  Chatterjee, Sankhadeep;  Dey, Nilanjan;  Shi, Fuqian;  Ashour, Amira S.;  Fong, Simon James;  Sen, Soumya
Favorite  |  View/Download:12/0  |  Submit date:2018/10/30
Dengue fever  Bag-of-features  Modified cuckoo search  Artificial neural networks  Gene expression data  Incremental feature selection scheme  
A time series pre-processing methodology with statistical and spectral analysis for classifying non-stationary stochastic biosignals Journal article
Journal of Supercomputing, 2016,Volume: 72,Issue: 10,Page: 3887-3908
Authors:  Simon Fong;  Kyungeun Cho;  Osama Mohammed;  Jinan Fiaidhi;  Sabah Mohammed
Favorite  |  View/Download:3/0  |  Submit date:2019/02/13
Biosignal Classification  Data Mining  Medical Informatics  Time Series Pre-processing  
Alpha neurofeedback training improves SSVEP-based BCI performance Journal article
Journal of Neural Engineering, 2016,Volume: 13,Issue: 3
Authors:  Wan F.;  Da Cruz J.N.;  Nan W.;  Wong C.M.;  Vai M.I.;  Rosa A.
Favorite  |  View/Download:4/0  |  Submit date:2018/12/24
Bci Performance  Brain-computer Interface (Bci)  Individual Alpha Band (Iab)  Neurofeedback Training (Nft)  Steady-state Visual Evoked Potential (Ssvep)  
Diabetes therapy prognosis through data stream mining methods and techniques Conference paper
Proceedings of the 12th IASTED International Conference on Biomedical Engineering, BioMed 2016
Authors:  Wang D.;  Fong S.;  Cho S.;  Cho K.;  Park Y.W.
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Classification algorithms  Data stream mining  Diabetes therapy  Insulin mellitus  
Adaptive swarm cluster-based dynamic multi-objective synthetic minority oversampling technique algorithm for tackling binary imbalanced datasets in biomedical data classification Journal article
BioData Mining, 2016,Volume: 9,Issue: 1,Page: 1
Authors:  Li J.;  Fong S.;  Sung Y.;  Cho K.;  Wong R.;  Wong K.K.L.
Favorite  |  View/Download:5/0  |  Submit date:2018/10/30
Biomedical data  Classification  Dynamic Multi-objective  Imbalanced dataset  SMOTE  Swarm optimisation  Under-sampling  
How mental strategy affects beta/theta neurofeedback training Conference paper
IFMBE Proceedings, Toronto, CANADA, JUN 07-12, 2015
Authors:  Qu X.T.;  Tang Q.;  Yang L.M.;  Nan W.Y.;  da Cruz J.N.;  Wan F.;  Mou P.A.;  Mak P.I.;  Mak P.U.;  Vai M.I.;  Hu Y.;  Rosa A.C.
Favorite  |  View/Download:7/0  |  Submit date:2018/12/24
Beta/ Theta Ratios  Mental Strategy  Neurofeedback Training  
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:6/0  |  Submit date:2019/02/13
Classification  Feature Selection  Medical Datasets