Explanipedia

Machine Learning Models for Accurate Remaining Useful Life Prediction of Lead-Acid Batteries Using Feature Selection Open

Babajide M. Adeyemi, Benjamin S. Aribisala, Adeola S. Oladele, Babatunde Odesanya · 2025

Accurate prediction of the Remaining Useful Life (RUL) of lead-acid batteries is critical for enhancing the reliability and efficiency of electric vehicles (EVs) and energy storage systems. This research focuses on machine learning (ML) mo…

Predicting stroke with machine learning techniques in a sub-Saharan African population Open

Benjamin S. Aribisala, Deirdre Edward, Godwin Ogbole, Onoja Akpa, Segun Ayilara , et al. · 2025

Prediction of stroke in symptomatic carotid stenosis using machine learning and its implications on clinical trial enrichment Open

Mandara Muralidhar Harikar, Tejas Venkataram, Sandeep Kashyap, Oluseye A. Ogunbayo, Benjamin S. Aribisala · 2025

Growing Data science Research in Africa to Stimulate Progress (GRASP) program: Rationale and overview Open

Ezinne Uvere, Judit Kumuthini, Segun Fatumo, Olalekan John Taiwo, Rufus Akinyemi , et al. · 2025

Brain health is pivotal to achieving overall health and all current sustainable development goals (SDGs). However, a dedicated training program in brain health research to unravel its complex determinants, especially genetic, sociodemograp…

Development of Stroke Prediction System Using Neural Network with Sigmoid Activation Function Open

Michael Adegoke, Adedayo F. Adedotun, Tunde Odeyinde, Abbie Grace, Kehinde A. Sotonwa , et al. · 2024

Development of Stroke Prediction System Using Neural Network with Sigmoid Activation Function Open

Michael Adegoke, Adedayo F. Adedotun, Tunde Odeyinde, Abbie Grace, Kehinde A. Sotonwa , et al. · 2024

The application of machine learning for treatment selection of unruptured brain arteriovenous malformations: A secondary analysis of the ARUBA trial data Open

Tejas Venkataram, Sandeep Kashyap, Mandara M. Harikar, Francesco Inserra, Fabio Barone , et al. · 2024

ML could reliably select the best first-line treatment strategy for bAVMs as per multidisciplinary expert consensus. This study can be replicated for larger population-based AVM registries, with the inclusion of outcome data, thus helping …

Computational treatment of natural language text for intent detection Open

Akinlolu Solomon Adekotujo, Toyin Enikuomehin, Benjamin S. Aribisala, Manuel Mazzara, Adam Zubair · 2024

Curtailing the spread of COVID-19 in Nigeria using digital framework and data driven approaches Open

Bolanle Adefowoke Ojokoh, Benjamin S. Aribisala, Oluwafemi A. Sarumi, Tobore Igbe, Abimbola H. Afolayan , et al. · 2024

The onset of the coronavirus disease 2019 (COVID-19) pandemic had profound economic and societal repercussions worldwide. Some nations managed to mitigate the spread of the virus sufficiently early through implementing digital frameworks a…

Sex-Dependent Effects of Cardiometabolic Health and <i>APOE4</i> on Brain Age Open

Sivaniya Subramaniapillai, Louise S. Schindler, Paul Redmond, Mark E. Bastin, Joanna M. Wardlaw , et al. · 2024

This study indicates sex-dependent and time-dependent relationships between CMRs, APOE4 status, and brain age. Our findings highlight the necessity of sex-stratified analyses to elucidate the role of CMRs in individual aging traject…

DEVELOPMENT OF MACHINE LEARNING MODEL FOR CHARACTERIZING STROKE IMAGES: SYSTEMATIC REVIEW Open

Omoyemi Orioke, Benjamin S. Aribisala, Ataur Rahman · 2024

Introduction: Stroke occurs due to interrupted brain blood flow, leading to cell death. AI and computer vision aid diagnosis, prediction, and patient management. Technologies like CT, MRI, and PET enhance stroke assessment. However, ML-bas…

Genetic variants for head size share genes and pathways with cancer Open

Maria J. Knol, Raymond A. Poot, Tavia E. Evans, Claudia L. Satizábal, Aniket Mishra , et al. · 2024

A Novel Web-Based eMemo for Tertiary Institutions in Developing Nations: From Conceptualization to Implementation Open

Olusola Olabanjo, Ashiribo Senapon Wusu, Benjamin S. Aribisala · 2023

The new need to move to an online mode of administration has necessitated the adoption of Software-as-a-Service (SaaS) and Platform-as-a-Service (PaaS). The conventional paper-based administrative memorandum is relatively costly, requires …

Benign breast disease and breast cancer risk in African women: A case-control study Open

Olasubomi J. Omoleye, Jincong Q. Freeman, Mojisola Oluwasanu, Adenike Adeniji-Sofoluwe, Anna Woodard , et al. · 2023

Purpose To examine the association between benign breast disease (BBD) and breast cancer (BC) in a heterogeneous population of African women. Methods BC cases and matched controls were enrolled in three sub-Saharan African countries, Niger…

Construction Models for Image Sketching and Retrieval: A Systematic Review Open

O.O. Omole, Oluwatoyin Enikuomehin, Benjamin S. Aribisala · 2023

Introduction: Image searching is a continual challenge even with the many image retrieval models that have sprung up. Sketch-Based Image Retrieval (SBIR) models attempt to solve this challenge by searching using sketching. The existing SBI…

Parcellation of Brain Magnetic Resonance Images using Improved Atlases Selection Model Open

Patrick Owate, Benjamin S. Aribisala, Charles O. Uwadia, Philip Adewole · 2023

Introduction: Multiple atlas-based parcellation model has been demonstrated to perform better than single atlas-based parcellation model in terms of accuracy of the parcellation of human brain Magnetic Resonance Images (MRI). The weakness …

Therapeutic Role of Crinum glaucum Bulb against Haematological and Hepatic Enzyme Alterations in a Rat Model Open

Kehinde Oluwatomilola Olatunji, Oluwaseyi A. Ogunrinola, Olufunmilayo Olabisi Ogunrinola, Olamilekan Jimoh Igbalaye, Adesewa Esther Adeniyi , et al. · 2023

Aims: Several parts of medicinal plants have been known to have many health benefits. One of those plants is the Crinum glaucum (CG) bulb. Therefore, this research was undertaken to investigate the therapeutic role of an aqueous extract …

Effect of an Educational Intervention for Primary Stroke Risk Reduction in Ghana and Nigeria: Pilot Randomized Controlled Trial Open

Fred Stephen Sarfo, Joshua Akinyemi, Reginald Obiako, Michelle Nichols, Adekunle Fakunle , et al. · 2023

Background: Using tailored mobile health interventions to improve global vascular risk awareness and control is yet to be investigated for primary stroke prevention in Africa. Methods: This 2-arm pilot randomized controlled trial involved …

From Twitter to Aso-Rock: A sentiment analysis framework for understanding Nigeria 2023 presidential election Open

Olusola Olabanjo, Ashiribo Senapon Wusu, Oseni Afisi, Mauton Asokere, Rebecca Padonu , et al. · 2023

Sleep quality, perivascular spaces and brain health markers in ageing - A longitudinal study in the Lothian Birth Cohort 1936 Open

Benjamin S. Aribisala, María del C. Valdés Hernández, Judith A. Okely, Simon R. Cox, Lucia Ballerini , et al. · 2023

Sleep impairments, and higher PVS burden, a marker of impaired waste clearance, were associated with faster loss of healthy white matter and increasing WMH in the 8th decade of life. A small percentage of the effect of sleep in white matte…

ConvSegNet: Automated Polyp Segmentation From Colonoscopy Using Context Feature Refinement With Multiple Convolutional Kernel Sizes Open

Ayokunle Olalekan Ige, Nikhil Kumar Tomar, Felix O. Aranuwa, Oluwafemi Oriola, Alaba Olu Akingbesote , et al. · 2023

Colorectal cancer occurs in the rectal of humans, and early detection has been proved to reduce its mortality rate. Colonoscopy is the standard used in detecting the presence of polyps in the rectal, and accurate segmentation of the polyps…

Application of support vector machine algorithm for early differential diagnosis of prostate cancer Open

Boluwaji Akinnuwesi, Kehinde A. Olayanju, Benjamin S. Aribisala, Stephen Gbenga Fashoto, Elliot Mbunge , et al. · 2022

Prostate cancer (PCa) symptoms are commonly confused with benign prostate hyperplasia (BPH), particularly in the early stages due to similarities between symptoms, and in some instances, underdiagnoses. Clinical methods have been utilized …

From Twitter to Aso-Rock: A Natural Language Processing Spotlight for Understanding Nigeria 2023 Presidential Election Open

Olusola Olabanjo, Ashiribo Senapon Wusu, Mauton Asokere, Rebecca Padonu, Olufemi Olabanjo , et al. · 2022

Introduction: Social media platforms such as Facebook, LinkedIn, Twitter, among others have been used as a tool for staging protests, opinion polls, campaign strategy, medium of agitation and a place of interest expression especially durin…

Contact Tracing Strategies for COVID-19 Prevention and Containment: A Scoping Review Open

Bolanle Adefowoke Ojokoh, Benjamin S. Aribisala, Oluwafemi A. Sarumi, Arome Junior Gabriel, Olatunji Mumini Omisore , et al. · 2022

Coronavirus Disease 2019 (COVID-19) spreads rapidly and is easily contracted by individuals who come near infected persons. With this nature and rapid spread of the contagion, different types of research have been conducted to investigate …

Development of an Artificial Neural Network Model for Detection of COVID-19 Open

Benjamin S. Aribisala, Olumuyiwa O. Odusanya, Olusola Olabanjo, Elias Wahab, Olayinka Atilola , et al. · 2022

Background: The insurgence and resurgence of waves of the COVID-19 virus pandemic, aside its recorded mortality, has posed a lot of burden on the global health, social and economic systems. Its burden is worsened by the difficulty in its d…

Enhancing Students’ Attitude and Gender Equity in Stem Using Culture, Technology, Humour, Context to Logic Gate Open

Olasunkanmi A. Gbeleyi, Peter Akinsola Okebukola, Onoriode Potokri, Benjamin S. Aribisala, Juma Shabani · 2022

An ensemble machine learning model for the prediction of danger zones: Towards a global counter-terrorism Open

Olusola Olabanjo, Benjamin S. Aribisala, Manuel Mazzara, Ashiribo Senapon Wusu · 2021

Terrorism can be described as the use of violence against persons or properties to intimidate or coerce a government or its citizens to some certain political or social objectives. It is a global problem which has led to loss of lives and …

Modeling the Dynamics of The Second Wave of Corona Virus (COVID-19) Pandemic in Nigeria Open

Ashiribo Senapon Wusu, Olusola Olabanjo, Moses Adebowale Akanbi, Benjamin S. Aribisala · 2021

The resurgence of the dreaded coronavirus (COVID-19) pandemic is rapidly taking its toll across the globe. Like other nations of the world, the need to flatten the curves is now the top priority of both governmental and non-governmental or…

A SEIRD Model for Analysing the Dynamics of Coronavirus (COVID-19) Pandemic in Nigeria Open

Ashiribo Senapon Wusu, Olusola Olabanjo, Benjamin S. Aribisala · 2021

The first case of the novel coronavirus (COVID-19) in sub-Saharan Africa was confirmed by Nigeria and the figure has since then been on the rise.Current global efforts are geared towards getting effective vaccine for the cure of the diseas…

Breast cancer risk prediction in African women using Random Forest Classifier Open

Babafemi Oluropo Macaulay, Benjamin S. Aribisala, Soji Alabi Akande, Boluwaji Akinnuwesi, Olusola Olabanjo · 2021

Random Forest Classifier has a good potential at predicting the risk of breast cancer in African women. The study helped to identify the risk factors of breast cancer in African women. This is a valuable information which can help African …

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