Olawade, David ORCID: https://orcid.org/0000-0003-0188-9836, Osborne, Augustus, Soladoye, Afeez A., Oluwadare, Olaitan E., Awogbindin, Emmanuel O. and Wada, Ojima Z. (2026) Smart insurance analytics: A novel ensemble feature selection approach to unlock health insurance coverage predictions in Sierra Leone. International Journal of Medical Informatics, 211. p. 106313.

Soladoye, Afeez A., Olawade, David ORCID: https://orcid.org/0000-0003-0188-9836, Bello, Oluwakemi Jumoke ORCID: https://orcid.org/0009-0007-1435-8766, Analikwu, Claret Chinenyenwa, Daniel, Raphael Igbarumah Ayo and Osborne, Augustus (2026) Predicting HIV testing status in pregnant women using balanced machine learning models: Insights from Sierra Leone's demographic health survey. Decoding Infection and Transmission, 4. p. 100078.

Ojo, Adeyinka, Osborne, Augustus, Soladoye, Afeez A., Matope, Euphemia Murateng, Bamidele, Doyin Blessing and Olawade, David ORCID: https://orcid.org/0000-0003-0188-9836 (2026) The Application of Artificial Intelligence in Research Protocol Development: A Critical Analysis of Benefits, Limitations, and Political-Economic Contexts. Intelligent Hospital. p. 100053. (In Press)

Odeyemi, Charity S. ORCID: https://orcid.org/0000-0002-1160-9394, Olaniyan, Olatayo M. ORCID: https://orcid.org/0000-0002-7349-7500, Omodunbi, Bolaji A., Samuel, Ibitoye B., Soladoye, Afeez A. and Olawade, David ORCID: https://orcid.org/0000-0003-0188-9836 (2026) Hybridized artificial intelligence system for reducing neonatal mortality in Nigeria. International Journal of Medical Informatics, 206. p. 106162.

Osborne, Augustus, Soladoye, Afeez A., Usani, Kobloobase O. ORCID: https://orcid.org/0009-0009-9668-3128, Adekoya, Ayomide Israel ORCID: https://orcid.org/0009-0006-6275-9030, Wada, Ojima Z. and Olawade, David ORCID: https://orcid.org/0000-0003-0188-9836 (2026) Machine learning prediction of kangaroo mother care in Sierra Leone: a comparative study of feature selection techniques and classification algorithms. International Journal of Medical Informatics, 206. p. 106166.

Soladoye, Afeez A., Olawade, David ORCID: https://orcid.org/0000-0003-0188-9836, Origbo, Joseph E., Usani, Kobloobase O., Adekoya, Ayomide Israel, Wada, Ojima Z. and Osborne, Augustus (2026) Using explainable machine learning to identify predictors of Kangaroo mother care implementation in Sierra Leone's healthcare system. European Journal of Integrative Medicine, 81. p. 102596.

Soladoye, Afeez A., Olawade, David ORCID: https://orcid.org/0000-0003-0188-9836, Adeyanju, Ibrahim A., Adereni, Temitope, Olagunju, Kazeem M and David-Olawade, Aanuoluwapo Clement (2025) Enhancing leukemia detection in medical imaging using deep transfer learning. International Journal of Medical Informatics, 203 (10602).

Olawade, David ORCID: https://orcid.org/0000-0003-0188-9836, Soladoye, Afeez A., Omodunbi, Bolaji A., Aderinto, Nicholas and Adeyanju, Ibrahim A. (2025) Comparative analysis of machine learning models for coronary artery disease prediction with optimized feature selection. International Journal of Cardiology, 436. p. 133443.

Esan, Adebimpe, Adejo, George, Okomba, Nnamdi, Soladoye, Afeez A. ORCID: https://orcid.org/0000-0002-6349-5173, Aderinto, Nicholas and Olawade, David ORCID: https://orcid.org/0000-0003-0188-9836 (2025) AI-Driven Diagnosis of Lassa Fever: Evidence from Nigerian Clinical Records. Computational Biology and Chemistry, 120 (1). p. 108627.

Soladoye, Afeez A., Olawade, David ORCID: https://orcid.org/0000-0003-0188-9836, Esan, Adebimpe O., Aderinto, Nicholas, Omodunbi, Bolaji A., Adeyanju, Ibrahim A. and Boussios, Stergios (2025) Enhancing Parkinson’s disease prediction using meta-heuristic optimized machine learning models. Personalized Medicine, 22 (4). pp. 223-234.

Soladoye, Afeez A., Aderinto, Nicholas, Omodunbi, Bolaji A., Esan, Adebimpe O., Adeyanju, Ibrahim A. and Olawade, David ORCID: https://orcid.org/0000-0003-0188-9836 (2025) Enhancing Alzheimer's disease prediction using random forest: A novel framework combining backward feature elimination and ant colony optimization. Current Research in Translational Medicine, 73 (4). p. 103526.

Omodunbi, Bolaji A., Olawade, David ORCID: https://orcid.org/0000-0003-0188-9836, Awe, Omosigho F. ORCID: https://orcid.org/0009-0001-3268-9258, Soladoye, Afeez A. ORCID: https://orcid.org/0000-0002-6349-5173, Aderinto, Nicholas ORCID: https://orcid.org/0000-0003-0004-7389, Ovsepian, Saak V. ORCID: https://orcid.org/0000-0002-9522-4159 and Boussios, Stergios ORCID: https://orcid.org/0000-0002-2512-6131 (2025) Stacked Ensemble Learning for Classification of Parkinson’s Disease Using Telemonitoring Vocal Features. Diagnostics, 15 (12). p. 1467.

Soladoye, Afeez A. ORCID: https://orcid.org/0000-0002-6349-5173, Olawade, David B. ORCID: https://orcid.org/0000-0003-0188-9836, Adeyanju, Ibrahim A., Akpa, Onoja M. ORCID: https://orcid.org/0000-0002-5201-512X, Aderinto, Nicholas and Owolabi, Mayowa O. ORCID: https://orcid.org/0000-0003-1146-3070 (2025) Optimizing Stroke Prediction using Gated Recurrent Unit and Feature Selection in Sub-Saharan Africa. Clinical Neurology and Neurosurgery, 249. p. 108761.