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Mohanad Mohammed
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A stacking ensemble deep learning approach to cancer type classification based on TCGA data
M Mohammed, H Mwambi, IB Mboya, MK Elbashir, B Omolo
Scientific reports 11 (1), 15626, 2021
932021
Lightweight Convolutional Neural Network for Breast Cancer Classification Using RNA-Seq Gene Expression Data
MK Elbashir, M Ezz, M Mohammed, SS Saloum
IEEE Access 7, 185338-185348, 2019
612019
Prediction of perinatal death using machine learning models: a birth registry-based cohort study in northern Tanzania
IB Mboya, MJ Mahande, M Mohammed, J Obure, HG Mwambi
BMJ open 10 (10), 2020
362020
Using stacking ensemble for microarray-based cancer classification
M Mohammed, H Mwambi, B Omolo, MK Elbashir
2018 International Conference on Computer, Control, Electrical, and …, 2018
282018
Prevalence and factors associated with self-reported HIV testing among adolescent girls and young women in Rwanda: evidence from 2019/20 Rwanda Demographic and Health Survey
A Musekiwa, P Silinda, A Bamogo, HS Twabi, M Mohammed, ...
BMC Public Health 22 (1), 1281, 2022
192022
Predictors of colorectal cancer survival using cox regression and random survival forests models based on gene expression data
M Mohammed, IB Mboya, H Mwambi, MK Elbashir, B Omolo
Plos one 16 (12), e0261625, 2021
132021
Colorectal Cancer Classification and Survival Analysis Based on an Integrated RNA and DNA Molecular Signature
M Mohammed, H Mwambi, B Omolo
Current Bioinformatics 16 (4), 583-600, 2021
82021
Identification of Hub Genes Associated with Breast Cancer Using Integrated Gene Expression Data with Protein-Protein Interaction Network
MK Elbashir, M Mohammed, H Mwambi, B Omolo
Applied Sciences 13 (4), 2403, 2023
52023
A bio-inspired convolution neural network architecture for automatic breast cancer detection and classification using RNA-Seq gene expression data
TIA Mohamed, AE Ezugwu, JV Fonou-Dombeu, AM Ikotun, M Mohammed
Scientific Reports 13 (1), 14644, 2023
42023
Fine-Tuning Pre-Trained Convolutional Neural Networks for Women Common Cancer Classification using RNA-Seq Gene Expression
F Alharbi, MK Elbashir, M Mohammed, ME Mustafa
International Journal of Advanced Computer Science and Applications 11 (11), 2020
42020
Mapping evidence on the burden of breast, cervical, and prostate cancers in Sub-Saharan Africa: a scoping review
A Musekiwa, M Moyo, M Mohammed, Z Matsena-Zingoni, HS Twabi, ...
Frontiers in Public Health 10, 908302, 2022
22022
A Comparison of Cancer Classification Methods Based on Microarray Data
M Mohammed, H Mwambi, B Omolo
University of KwaZulu-Natal, 2018
22018
A novel feature selection algorithm for identifying hub genes in lung cancer
TIA Mohamed, AE Ezugwu, JV Fonou-Dombeu, M Mohammed, J Greeff, ...
Scientific Reports 13 (1), 21671, 2023
12023
Bayesian spatial modelling of intimate partner violence and associated factors among adult women and men: evidence from 2019/2020 Rwanda Demographic and Health Survey
I Maposa, HS Twabi, Z Matsena-Zingoni, JM Batidzirai, G Singini, ...
BMC Public Health 23 (1), 2061, 2023
12023
SVM and Naïve Bayes Stacking Approach for Improving Gene Expression Data Classification Using Logistic Regression.
AB Musa, M Mohammed, FA Mussallum, MK Elbashir
International Journal of Advances in Soft Computing & Its Applications 13 (1), 2021
12021
An Approach for Cancer-Type Classification Using Feature Selection Techniques with Convolutional Neural Network
SN Almuayqil, MK Elbashir, M Ezz, M Mohammed, AM Mostafa, M Alruily, ...
Applied Sciences 13 (19), 10919, 2023
2023
Statistical and deep learning methods for cancer genomic data. Izindlela zokufunda ezijulile zezibalomidanti zemininingo yeqoqozinhlayiyafuzo lomdlavuza.
MMA Mohammed
2021
Statistical and deep learning methods for cancer genomic data.
MMA Mohammed
2021
An Integrated RNA and DNA Molecular Signature for Colorectal Cancer Classification
M Mohammed, H Mwambi, B Omolo
2020
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Articles 1–19