EL Moudden, Ismail

EL Moudden, Ismail
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Positions

Biostatistician & Data Scientist, Healthcare Analytics & Delivery Science Institute

Contact Info

elmoudi@evms.edu

selected publications

2022

Is Anti-NXP2 Autoantibody a Risk Factor for Calcinosis and Poor Outcome in Juvenile Dermatomyositis Patients? Case Series. FRONTIERS IN PEDIATRICS. 9.
Full Text via DOI: 10.3389/fped.2021.810785 PMID: 35280444
2021

A Hybrid Gene Selection Strategy Based on Fisher and Ant Colony Optimization Algorithm for Breast Cancer Classification. INTERNATIONAL JOURNAL OF ONLINE AND BIOMEDICAL ENGINEERING. 17:148-163.
Full Text via DOI: 10.3991/ijoe.v17i02.19889
2021

A NOVEL DIMENSIONALITY REDUCTION APPROACH TO IMPROVE MICROARRAY DATA CLASSIFICATION. IIUM ENGINEERING JOURNAL. 22:1-23.
Full Text via DOI: 10.31436/iiumej.v22i1.1447
2021

Assessment of the Banff Working Group classification of definitive BK polyomavirus nephropathy. TRANSPLANT INTERNATIONAL. tri.14003.
Full Text via DOI: 10.1111/tri.14003
2021

Gene Selection for Cancer Classification: A New Hybrid Filter-C5.0 Approach for Breast Cancer Risk Prediction. Advances in Science, Technology and Engineering Systems Journal. 6:871-878.
Full Text via DOI: 10.25046/aj060196
2021

Neuropathogenesis of Multiple Sclerosis and Huntington's Disease. Research Anthology on Diagnosing and Treating Neurocognitive Disorders. 59-78.
Full Text via DOI: 10.4018/978-1-7998-3441-0.ch004
2020

Decision Tree Model Based Gene Selection and Classification for Breast Cancer Risk Prediction. Communications in Computer and Information Science. 165-177.
Full Text via DOI: 10.1007/978-3-030-45183-7_12
2019

Neuropathogenesis of Multiple Sclerosis and Huntington's Disease. Advances in Environmental Engineering and Green Technologies. 266-285.
Full Text via DOI: 10.4018/978-1-5225-7775-1.ch013
2018

Learned Model For Human Activity Recognition Based On Dimensionality Reduction. The 2nd International Conference on Smart Applications and Data Analysis for Smart Cities.
2018

Mining Prostate Cancer Behavior Using Parsimonious Factors and Shrinkage Methods. The 2nd International Conference on Smart Applications and Data Analysis for Smart Cities.
2017

Automatic Speech Analysis in Patients with Parkinson's Disease using Feature Dimension Reduction
Full Text via DOI: 10.1145/3068796.3068813
2017

Feature extraction based on principal component analysis for text categorization
Full Text via DOI: 10.23919/pemwn.2017.8308030
2016

Modeling Human Activity Recognition by Dimensionality Reduction Approach. Proceedings of the 27th International Business Information Management Association Conference Innovation Management and Education Excellence Vision 2020.
2016

Mining human activity using dimensionality reduction and pattern recognition. Contemporary Engineering Sciences. 9:1031-1041.
Full Text via DOI: 10.12988/ces.2016.67119
2016

Modeling Human Behavior Using Feature Extraction and Class Prediction
Full Text via DOI: 10.1109/cse-euc-dcabes.2016.227
2015

A Dimensionality Reduction Framework for Automatic Speech Recognition. Proceedings of the 26th International Business Information Management Association Conference Innovation Management and Sustainable Economic Competitive Advantage.
2015

Initial Model Selection for the Baum-Welch Algorithm Applied to Credit Scoring. Advances in Intelligent Systems and Computing. 359-368.
Full Text via DOI: 10.1007/978-3-319-18167-7_31
2014

Learning Decision by Hidden Markov Model. Proceedings of the 24th International Business Information Management Association Conference - Creating Global Competitive Economies: 2020 Vision Strategic Planning and Smart Implementation.
2014

Classification with hidden Markov model. Applied Mathematical Sciences. 8:2483-2496.
Full Text via DOI: 10.12988/ams.2014.42129
Feature selection and extraction for class prediction in dysphonia measures analysis:A case study on Parkinson’s disease speech rehabilitation. Technology and Health Care. 25:693-708.
Full Text via DOI: 10.3233/thc-170824

full name

Ismail EL Moudden

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