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A hybrid shape-based image clustering using time-series analysis Journal article
Multimedia Tools and Applications, 2020,Volume: 80,Issue: 3,Page: 3793-3808
Authors:  Atreyee Mondal;  Nilanjan Dey;  Simon Fong;  Amira S. Ashour
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
Shape Clustering  Image To Time-series Conversion  Shape Similarity  Hierarchical Clustering  Pearson Correlation Distance Metric  
Diabetic plantar pressure analysis using image fusion Journal article
Multimedia Tools and Applications, 2020,Volume: 79,Issue: 15-16,Page: 11213-11236
Authors:  Luying Cao;  Nilanjan Dey;  Amira S. Ashour;  Simon Fong;  R. Simon Sherratt;  Lijun Wu;  Fuqian Shi
Favorite |  | TC[WOS]:4 TC[Scopus]:4 | Submit date:2021/03/09
Biomedical Signal Processing  Image Fusion  Plantar Pressure Sensors  Wavelet Transforms  Gaussian Laplace Pyramid  
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:  Ying Wang;  Qun Wu;  Nilanjan Dey;  Simon Fong;  Amira S. Ashour
Favorite |  | TC[WOS]:8 TC[Scopus]:8 | Submit date:2021/03/09
Semg  Long Short-term Memory Neural Networks  Back-propagation  Waveform Segmentation  Deep Learning  Rehabilitation  
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:  Jinyan Li;  Simon Fong;  Lian-sheng Liu;  Nilanjan Dey;  Amira S. Ashour;  Luminița Moraru
Favorite |  | TC[WOS]:5 TC[Scopus]:9 | Submit date:2021/03/09
Meta-heuristic  Medical X-ray Image  Rebalancing  Feature Selection  Dynamic Multi-objective  Bat Algorithm  
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:  Luminita Moraru;  Simona Moldovanu;  Lucian Traian Dimitrievici;  Nilanjan Dey;  Amira S. Ashour;  Fuqian Shi;  Simon James Fong;  Salam Khan;  Anjan Biswas
Favorite |  | TC[WOS]:11 TC[Scopus]:15 | Submit date:2021/03/09
Gaussian Mixture Model  Brain Hemispheres  Weight Distribution  Weighted Euclidean Distance  Clustering  Cluster Validity  
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 |  | TC[WOS]:16 TC[Scopus]:0 | Submit date:2018/10/30
Artificial Intelligence  Machine Learning Algorithms  Fuzzy Logic  Image Mining  Health Care  
Multifractal analysis of ceramic pottery SEM images in Cucuteni-Tripolye culture Journal article
OPTIK, 2018,Volume: 164,Page: 538-546
Authors:  Emilian Danila;  Luminita Moraru;  Nilanjan Dey;  Amira S. Ashour;  Fuqian Shi;  Simon James Fong;  Salam Khan;  Anjan Biswas
Favorite |  | TC[WOS]:5 TC[Scopus]:6 | Submit date:2018/10/30
Cucuteni-tripolye Culture  Copper Age  Pottery  Small-scale Groups  Sem Images  Multifractal Analysis  
Medical cyber-physical systems: A survey Journal article
JOURNAL OF MEDICAL SYSTEMS, 2018,Volume: 42,Issue: 4
Authors:  Nilanjan Dey;  Amira S. Ashour;  Fuqian Shi;  Simon James Fong;  João Manuel R. S. Tavares
Favorite |  | TC[WOS]:45 TC[Scopus]:63 | Submit date:2018/10/30
Networked Medical Device Systems  Wireless Sensor Networks  Medical Internet Of Things  Body Area Networks  Security Assurance  Patient Monitoring  
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:  Nilanjan Dey;  Amira S. Ashour;  Fuqian Shi;  Simon James Fong;  R. Simon Sherratt
Favorite |  | TC[WOS]:82 TC[Scopus]:111 | Submit date:2019/02/13
Zigbee  Electrocardiography  Electrocardiogram  Monitoring  Wireless Communication  Transceivers  Ecg Monitoring System  
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, 2017,Volume: 56,Issue: 4,Page: 709-720
Authors:  Sankhadeep Chatterjee;  Nilanjan Dey;  Fuqian Shi;  Amira S. Ashour;  Simon James Fong;  Soumya Sen
Favorite |  | TC[WOS]:21 TC[Scopus]:18 | Submit date:2018/10/30
Dengue Fever  Bag-of-features  Modified Cuckoo Search  Artificial Neural Networks  Gene Expression Data  Incremental Feature Selection Scheme