Article

Soladoye, Afeez Adekunle, Aderinto, Nicholas, Popoola, Mayowa Racheal, Adeyanju, Ibrahim A, Osonuga, Ayokunle and Olawade, David ORCID: https://orcid.org/0000-0003-0188-9836 (2025) Machine learning techniques for stroke prediction: A systematic review of algorithms, datasets, and regional gaps. International journal of medical informatics, 203. p. 106041.

Olawade, David ORCID: https://orcid.org/0000-0003-0188-9836, Soladoye, Afeez A, Omodunbi, Bolaji A, Aderinto, Nicholas and Adeyanju, Ibrahim A (2025) Reply to letter to the editor: Comparative analysis of machine learning models for coronary artery disease prediction with optimized feature selection- ethical and transparency considerations in AI-based CAD prediction. International journal of cardiology, 439. p. 133654.

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.

Olawade, David B, Soladoye, Afeez A, Omodunbi, Bolaji A, Aderinto, Nicholas and Adeyanju, Ibrahim A (2025) Reply to letter to the editor: "From prediction to translation: Key limitations of current machine learning models for CAD". International journal of cardiology, 439. p. 133663.

Olawade, David ORCID: https://orcid.org/0000-0003-0188-9836, Soladoye, Afeez A, Omodunbi, Bolaji A, Aderinto, Nicholas and Adeyanju, Ibrahim A (2025) Reply to letter to the editor: Predicting coronary artery disease using machine learning with optimised feature selection- methodological clarifications for CAD prediction study. International journal of cardiology, 439. p. 133664.

Olawade, David ORCID: https://orcid.org/0000-0003-0188-9836, Soladoye, Afeez A, Omodunbi, Bolaji A, Aderinto, Nicholas and Adeyanju, Ibrahim A (2025) Reply to Letter to the Editor: Rethinking predictive modeling: Methodological shortfalls in CAD risk stratification. International journal of cardiology, 439. p. 133655.

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 (Basel, Switzerland), 15 (12). p. 1467.

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.

Olawade, David B. ORCID: https://orcid.org/0000-0003-0188-9836, Weerasinghe, Kusal, Mathugamage, Mathugamage Don Dasun Eranga, Odetayo, Aderonke ORCID: https://orcid.org/0000-0001-8509-0460, Aderinto, Nicholas, Teke, Jennifer and Boussios, Stergios ORCID: https://orcid.org/0000-0002-2512-6131 (2025) Enhancing Ophthalmic Diagnosis and Treatment with Artificial Intelligence. Medicina, 61 (3). p. 433.

Gobburi, Rama K., Olawade, David B. ORCID: https://orcid.org/0000-0003-0188-9836, Olatunji, Gbolahan Deji ORCID: https://orcid.org/0009-0002-2074-3277, Kokori, Emmanuel ORCID: https://orcid.org/0000-0002-5626-3032, Aderinto, Nicholas and David-Olawade, Aanuoluwapo Clement ORCID: https://orcid.org/0000-0002-7052-6425 (2025) Telemedicine use in rural areas of the United Kingdom to improve access to healthcare facilities: A review of current evidence. Informatics and Health, 2 (1). pp. 41-48.

Olawade, David B. ORCID: https://orcid.org/0000-0003-0188-9836, Aderinto, Nicholas, Clement David-Olawade, Aanuoluwapo, Egbon, Eghosasere, Adereni, Temitope, Popoola, Mayowa Racheal and Tiwari, Ritika ORCID: https://orcid.org/0000-0002-5078-8989 (2025) Integrating AI-driven wearable devices and biometric data into stroke risk assessment: A review of opportunities and challenges. Clinical Neurology and Neurosurgery, 249. p. 108689.

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.