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A clustering based variable sub-window approach using particle swarm optimisation for biomedical sensor data monitoring Journal article
Enterprise Information Systems, 2021,Volume: 15,Issue: 1,Page: 15-35
Authors:  Lan,Kun;  Fong,Simon;  Liu,Lian Sheng;  Wong,Raymond K.;  Dey,Nilanjan;  Millham,Richard C.;  Wong,Kelvin K.L.
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/03/09
adaptive windowing  biomedical healthcare  Data stream mining  metaheuristics  pre-processing  sensor  
Classification of pure conduct disorder from healthy controls based on indices of brain networks during resting state Journal article
Medical and Biological Engineering and Computing, 2020,Volume: 58,Issue: 9,Page: 2071-2082
Authors:  Zhang,Jiang;  Liu,Yuyan;  Luo,Ruisen;  Du,Zhengcong;  Lu,Fengmei;  Yuan,Zhen;  Zhou,Jiansong;  Li,Shasha
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/04
Classification Scheme  Conduct Disorder  Feature Selection  Functional Magnetic Resonance Imaging  Small-world Networks  
Deep back propagation–long short-term memory network based upper-limb sEMG signal classification for automated rehabilitation Journal article
Biocybernetics and Biomedical Engineering, 2020,Volume: 40,Issue: 3,Page: 987-1001
Authors:  Wang,Ying;  Wu,Qun;  Dey,Nilanjan;  Fong,Simon;  Ashour,Amira S.
Favorite |  | TC[WOS]:2 TC[Scopus]:3 | Submit date:2021/03/09
Back-propagation  Deep learning  Long short-term memory neural networks  Rehabilitation  sEMG  Waveform segmentation  
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 |  | TC[WOS]:7 TC[Scopus]:10 | Submit date:2020/06/24
Breast Tumor In Ultrasound Image  Breast Imaging Reporting And Data System (Bi-rads)  Automatic Categorization  Deep Convolutional Neural Network  
A lung sound category recognition method based on wavelet decomposition and BP neural network Journal article
International Journal of Biological Sciences, 2019,Volume: 15,Issue: 1,Page: 195-207
Authors:  Shi Y.;  Li Y.;  Cai M.;  Zhang X.D.
Adobe PDF | Favorite |  | TC[WOS]:7 TC[Scopus]:11 | Submit date:2021/03/03
Bp Neural Network  Category Recognition  Linear Discriminant Analysis  Lung Sound  Wavelet De-noising  
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 |  | TC[WOS]:1 TC[Scopus]:2 | 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 |  | TC[WOS]:2 TC[Scopus]:2 | 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 |  | TC[WOS]:19 TC[Scopus]:17 | 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 |  | TC[WOS]:2 TC[Scopus]:3 | Submit date:2019/02/13
Biosignal Classification  Data Mining  Medical Informatics  Time Series Pre-processing  
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:  Fong,Simon;  Cho,Kyungeun;  Mohammed,Osama;  Fiaidhi,Jinan;  Mohammed,Sabah
Favorite |  | TC[WOS]:2 TC[Scopus]:3 | Submit date:2021/03/09
Biosignal classification  Data mining  Medical informatics  Time series pre-processing