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A hybrid shape-based image clustering using time-series analysis Journal article
Multimedia Tools and Applications, 2021,Volume: 80,Issue: 3,Page: 3793-3808
Authors:  Mondal,Atreyee;  Dey,Nilanjan;  Fong,Simon;  Ashour,Amira S.
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
Hierarchical clustering  Image to time-series conversion  Pearson correlation distance metric  Shape clustering  Shape similarity  
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.
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Back-propagation  Deep learning  Long short-term memory neural networks  Rehabilitation  sEMG  Waveform segmentation  
Diabetic plantar pressure analysis using image fusion Journal article
Multimedia Tools and Applications, 2020,Volume: 79,Issue: 15-16,Page: 11213-11236
Authors:  Cao,Luying;  Dey,Nilanjan;  Ashour,Amira S.;  Fong,Simon;  Sherratt,R. Simon;  Wu,Lijun;  Shi,Fuqian
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Biomedical signal processing  Gaussian laplace pyramid  Image fusion  Plantar pressure sensors  Wavelet transforms  
Dual feature selection and rebalancing strategy using metaheuristic optimization algorithms in X-ray image datasets Journal article
Multimedia Tools and Applications, 2019,Volume: 78,Issue: 15,Page: 20913-20933
Authors:  Li,Jinyan;  Fong,Simon;  Liu,Lian sheng;  Dey,Nilanjan;  Ashour,Amira S.;  Moraru,Luminița
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Bat algorithm  Dynamic multi-objective  Feature selection  Medical X-ray image  Meta-heuristic  Rebalancing  
Gaussian mixture model for texture characterization with application to brain DTI images Journal article
Journal of Advanced Research, 2019,Volume: 16,Page: 15-23
Authors:  Moraru,Luminita;  Moldovanu,Simona;  Dimitrievici,Lucian Traian;  Dey,Nilanjan;  Ashour,Amira S.;  Shi,Fuqian;  Fong,Simon James;  Khan,Salam;  Biswas,Anjan
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Brain hemispheres  Cluster validity  Clustering  Gaussian mixture model  Weight distribution  Weighted Euclidean distance  
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
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Artificial Intelligence  Machine Learning Algorithms  Fuzzy Logic  Image Mining  Health Care  
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
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Dengue fever  Bag-of-features  Modified cuckoo search  Artificial neural networks  Gene expression data  Incremental feature selection scheme  
Medical cyber-physical systems: A survey Journal article
JOURNAL OF MEDICAL SYSTEMS, 2018,Volume: 42,Issue: 4
Authors:  Dey, Nilanjan;  Ashour, Amira S.;  Shi, Fuqian;  Fong, Simon James;  Tavares, Joao Manuel R. S.
Favorite |  | TC[WOS]:34 TC[Scopus]:51 | Submit date:2018/10/30
Networked medical device systems  Wireless sensor networks  Medical internet of things  Body area networks  Security assurance  Patient monitoring  
Multifractal analysis of ceramic pottery SEM images in Cucuteni-Tripolye culture Journal article
OPTIK, 2018,Volume: 164,Page: 538-546
Authors:  Danila, Emilian;  Moraru, Luminita;  Dey, Nilanjan;  Ashour, Amira S.;  Shi, Fuqian;  Fong, Simon James;  Khan, Salam;  Biswas, Anjan
Favorite |  | TC[WOS]:4 TC[Scopus]:4 | Submit date:2018/10/30
Cucuteni-Tripolye culture  Copper age  Pottery  Small-scale groups  SEM images  Multifractal analysis  
Developing Residential Wireless Sensor Networks for ECG Healthcare Monitoring Journal article
IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2017,Volume: 63,Issue: 4,Page: 442-449
Authors:  Dey, Nilanjan;  Ashour, Amira S.;  Shi, Fuqian;  Fong, Simon James;  Sherratt, R. Simon
Favorite |  | TC[WOS]:68 TC[Scopus]:94 | Submit date:2018/10/30
Zigbee  electrocardiography  electrocardiogram  monitoring  wireless communication  transceivers  ECG monitoring system