Mohanad Mohammed

A stacking ensemble deep learning approach to cancer type classification based on TCGA data

Mohanad Mohammed, Henry Mwambi, Innocent B. Mboya et al. · Scientific Reports · 2021 · 137 citations · Full text

Computing, Bioinformatics, Oncology +17

Lightweight Convolutional Neural Network for Breast Cancer Classification Using RNA-Seq Gene Expression Data

Murtada K. Elbashir, Mohamed Ezz, Mohanad Mohammed et al. · IEEE Access · 2019 · 82 citations · Full text

Life Sciences, Bioinformatics, Computer Science +17

Prediction of perinatal death using machine learning models: a birth registry-based cohort study in northern Tanzania

Innocent B. Mboya, Michael Johnson Mahande, Mohanad Mohammed et al. · BMJ Open · 2020 · 52 citations · Full text

Public Health, Maternal Health, Obstetrics +17

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

Alfred Musekiwa, Patricia Silinda, Assanatou Bamogo et al. · BMC Public Health · 2022 · 47 citations · Full text

Public Health, Community Health, Infectious Diseases +15

Predictors of colorectal cancer survival using cox regression and random survival forests models based on gene expression data

Mohanad Mohammed, Innocent B. Mboya, Henry Mwambi et al. · PLoS ONE · 2021 · 40 citations · Full text

Medicine, Biostatistics, Oncology +17