Author

Oluwafisayo Babatope Ayoade

Observed names: Ayoade Oluwafisayo BABATOPE, Oluwafisayo Babatope AYOADE

Institution: Western Sydney University

Observed institutions: Karachi Institute of Economics and Technology, University of Ilorin, University of Lagos, Bamidele Olumilua University of Education, Science and Technology, Ogun State Institute of Technology Igbesa, Federal College of Education (Technical) Ekiadolor, Western Sydney University, Sikkim Manipal University, Ruhr University Bochum

ORCID: 0000-0003-2116-8059

Observed ORCID: 0000-0003-2116-8059

OpenAlex ID: A5080648247

An Enhanced Hyper-Parameter Optimization of a Convolutional Neural Network Model for Leukemia Cancer Diagnosis in a Smart Healthcare System

2022 · Joseph Bamidele Awotunde, Agbotiname Lucky Imoize, et al. · Sensors · 20

Machine Learning and Deep Learning Approaches for Predicting Diabetes Progression: A Comparative Analysis

2025 · Oluwafisayo Babatope Ayoade, Seyed Shahrestani, et al. · Electronics · 16

Internet of Things and Cloud Activity Monitoring Systems for Elderly Healthcare

2022 · Joseph Bamidele Awotunde, Oluwafisayo Babatope Ayoade, et al. · Studies in computational intelligence · 13

Blockchain-Based Framework for Secure Medical Information in Internet of Things System

2022 · Joseph Bamidele Awotunde, Sanjay Misra, et al. · EAI/Springer Innovations in Communication and Computing · 12

An Ensemble Models for the Prediction of Sickle Cell Disease from Erythrocytes Smears

2023 · Oluwafisayo Babatope Ayoade, Tinuke Omolewa Oladele, et al. · EAI Endorsed Transactions on Pervasive Health and Technology · 8

Explainable artificial intelligence (XAI) in medical decision systems (MDSSs): healthcare systems perspective

2022 · Oluwafisayo Babatope Ayoade, Tinuke Omolewa Oladele, et al. · 3

Comparative Epidemiology of Machine and Deep Learning Diagnostics in Diabetes and Sickle Cell Disease: Africa’s Challenges, Global Non-Communicable Disease Opportunities

2026 · Oluwafisayo Babatope Ayoade, Seyed Shahrestani, et al. · Electronics · 2

Explainable Artificial Intelligence-based framework for medical decision support systems

2022 · Joseph Bamidele Awotunde, Oluwafisayo Babatope Ayoade, et al. · 1

Machine Learning-Driven Multimodal Forensic Data Fusion for Enhanced Disaster Victim Identification: Integrating DNA, Dental, and Facial Image Data

2026 · Idowu Olugbenga Adewumi, Wumi Ajayi, et al. · Computing&AI Connect

A Comparative Study of Machine Learning and Deep Learning Models for Predicting Diabetic Retinopathy Severity in Retinal Fundus Image Datasets

2026 · Oluwafisayo Babatope Ayoade, Nabil Giweli, et al.

Explainable and Adversarial Robust Deep Learning for Malware Campaigns Forensic Attribution

2026 · Idowu Olugbenga ADEWUMI, Wumi AJAYI, et al. · Research Square

Earth-Human Digital Twin: A Physics-Informed Artificial Intelligence Framework for Predicting Climate-Induced Human Vulnerability and Migration Using WorldPop, Satellite Earth Observation, and CMIP6 Climate Projections

2026 · Idowu Olugbenga Adewumi, Mohsin Khan, et al. · SSRN Electronic Journal

Forensic Data Fusion Using Machine Learning for Disaster Victim Identification: Integrating DNA, Dental, and Image Data toward Resilient Urban Response (SDG 3 and SDG 11)

2025 · Idowu Olugbenga ADEWUMI, Wumi AJAYI, et al. · Research Square

Advancements in Machine Learning Techniques for Diabetes Mellitus: A Review of Progression, Challenges and Future Directions

2025 · Oluwafisayo Babatope Ayoade, Seyed Shahrestani, et al. · Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering

Works count: 14

Citation count: 75

H-index: 5

I10-index: 4