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EL Moudden, Ismail
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Positions
Biostatistician & Data Scientist
,
Healthcare Analytics & Delivery Science Institute
Contact Info
elmoudi@evms.edu
Publications
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View All
Publications
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
Contact
full name
Ismail
EL Moudden
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research areas
Engineering
Pediatrics
Surgery
Transplantation