AI ethics, algorithmic bias, Decolonial Theory, machine learning fairness, organisational justice

Ibitoye, Ayodeji Olusegun ORCID: https://orcid.org/0000-0002-5631-8507 and Kolade, Oluwaseun (2026) Decolonising bias in organisational systems: a machine learning approach to equity, power, and algorithmic justice. In: Olatunji, David Adekoya, Ajonbadi, Hakeem Adeniyi, Ciesielska, Malgorzata, Kolade, Oluwaseun and Mordi, Chima, (eds.) Decolonising the Organisation: Emerging Frontiers and New Perspectives. Plagrave Macmillan - Springer Nature, Cham, Switzerland, pp. 289-317. ISBN 978-3032148506 (doi:10.1007/978-3-032-14851-3_13)

Artificial Intelligence in healthcare, Trustworthy AI, Afrocentric AI, AI in Africa, healthcare technology adoption, culturally-responsive AI, ethical AI framework

Ibitoye, Ayodeji Olusegun ORCID: https://orcid.org/0000-0002-5631-8507, Nkwo, Makuochi Samuel, Akinyemi, Joseph Damilola and Ladoja, Khadijat Tope (2025) Afrocentric trustworthy framework for improved Artificial Intelligence powered health management tool for Africans: African perspectives. In: Eke, Damian Okaibedi, Wakunuma, Kutoma, Akintoye, Simisola and Ogoh, George, (eds.) Trustworthy AI: African Perspectives. Palgrave Macmillan - Springer Nature, Cham, Switzerland, pp. 93-117. ISBN 978-3031756740; 978-3031756733 (doi:10.1007/978-3-031-75674-0_5)

Churn management, expected utility theory, personalised recommendation, RoBERTta, machine learning, decision support

Ibitoye, Ayodeji O.J. ORCID: https://orcid.org/0000-0002-5631-8507, Kolade, Oluwaseun and Onifade, Olufade F.W. (2025) Customer retention model using machine learning for improved user-centric quality of experience through personalised quality of service. Journal of Business Analytics. ISSN 2573-234X (Print), 2573-2358 (Online) (doi:10.1080/2573234X.2025.2551950)

Churn prediction; opinion mining; Roberta model; customer relationship management; decision Support

Ibitoye, Ayodeji ORCID: https://orcid.org/0000-0002-5631-8507 and Onifade, Olufade F.W (2023) Utilizing RoBERTa model for Churn prediction through clustered contextual conversation opinion mining. International Journal of Intelligent Systems and Applications (IJISA), 15 (6). pp. 1-8. ISSN 1740-8865 (Print), 1740-8873 (Online) (doi:10.5815/ijisa.2023.06.01)

Deep learning, lung disease, attention fusion, Medical Image Analysis

Oladimeji, Oladosu Oyebisi and Ibitoye, Ayodeji Olusegun ORCID: https://orcid.org/0000-0002-5631-8507 (2025) Multi-scale adaptive attention framework for improved lung disease classification. Sakarya University Journal of Computer and Information Sciences (SAUCIS), 8 (3). pp. 400-409. ISSN 2636-8129 (Online) (doi:10.35377/saucis...1635644)

Responsible AI, AI ethics, sociotechnical systems, adaptive governance, process ethics, participatory design

Ibitoye, Ayodeji Olusegun ORCID: https://orcid.org/0000-0002-5631-8507, Makuochi, Samuel Nkwo and Orji, Rita (2025) Rethinking responsible AI from ethical pillars to sociotechnical practice. AI and Ethics, 5. pp. 6207-6223. ISSN 2730-5961 (Online) (doi:10.1007/s43681-025-00809-2)

cervical spine fracture, attention mechanism, fracture, multi-scale, computed tomography

Oladimeji, Oladosu Oyebisi and Ibitoye, Ayodeji ORCID: https://orcid.org/0000-0002-5631-8507 (2026) MSA-CSpineNet: a multi-scale spatial attention Deep Learning framework for cervical spine fracture diagnosis. Artificial Intelligence and Application. pp. 1-9. ISSN 2811-0854 (Online) (doi:10.47852/bonviewAIA62027209)

construction safety analytics, activity-level risk classification, machine learning, construction SMEs, low- and middle-income countries (LMICs), incident data analysis

Umeokafor, Nnedinma ORCID: https://orcid.org/0000-0002-4010-5806, Ibitoye, Ayodeji Olusegun ORCID: https://orcid.org/0000-0002-5631-8507 and Sivaneswaran, Dinushan (2026) A prototype predictive risk model for transferable safety analytics in construction SMEs and LMICs. In: The Proceedings of CIB W099/W123 & ICONS 2026. CIB Conferences, 2 . Purdue University Press, USA, p. 22. ISSN 3067-4883 (doi:10.7771/3067-4883.2180)

cumulative exposure model, BERT, mental health, mental health impact probability, toxic language, toxic language impact score, social network

Ibitoye, Ayodeji Olusegun ORCID: https://orcid.org/0000-0002-5631-8507, Oladosu, Oladimeji O., Olaleye, Isaac and Emuoyibofarhe, Ozichi Nweke (2026) A context-aware BERT framework for detecting and modeling the mental health impact of online toxic language. Data Science and Management. ISSN 2666‑7649 (Online) (doi:10.1016/j.dsm.2025.12.002)

decision support; deep learning; MRI; ResNet; brain tumour; convolutional block attention mechanism

Oladimej, Oladosu Oyebisi ORCID: https://orcid.org/0000-0001-8835-6156 and Ibitoye, Ayodeji ORCID: https://orcid.org/0000-0002-5631-8507 (2023) Brain tumor classification using ResNet50-convolutional block attention module. Applied Computing and Informatics. ISSN 2634-1964 (Print), 2210-8327 (Online) (doi:10.1108/ACI-09-2023-0022)

diabetes; machine learning; risk prediction; paired relationship; decision support

Ibitoye, Ayodeji O. J. ORCID: https://orcid.org/0000-0002-5631-8507, Akinyemi, Joseph D. ORCID: https://orcid.org/0000-0003-3121-4231 and Onifade, Olufade F. W. ORCID: https://orcid.org/0000-0003-4965-5430 (2024) Machine learning-based diabetes risk prediction using associated behavioral features. Computing Open, 2:2450006. ISSN 2972-3701 (doi:10.1142/S2972370124500065)

digital addiction; machine learning (ML); mental health; personalised recommendations; social media behaviour; predictive modelling; digital wellness

Ibitoye, Ayodeji Olusegun ORCID: https://orcid.org/0000-0002-5631-8507, Ravindran, Ravindran ORCID: https://orcid.org/0009-0009-8832-6358, Afe, Oluwaseyi Funmi and Abiodun, Adeyinka O. (2025) Predicting and mitigating digital addiction with Machine Learning Models for improved mental health outcomes. Journal of Social Computing, 6 (4). pp. 359-377. ISSN 2688-5255 (Online) (doi:10.23919/JSC.2025.0020)

gender equality, male-dominated industries, women’s motivation, women in construction, women’s occupational safety, gender safety governance, productivity in construction

Umeokafor, Nnedinma ORCID: https://orcid.org/0000-0002-4010-5806, Sivaneswaran, Dinushan and Ibitoye, Ayodeji ORCID: https://orcid.org/0000-0002-5631-8507 (2026) Rethinking construction health, safety and wellbeing regulation gender insensitivity, safety implications, and women's persistence. In: Umeokafor, N ORCID: https://orcid.org/0000-0002-4010-5806, Emuze, F, Moda, H and Paolillo, A, (eds.) Regulation and Compliance in Construction Safety and Psychosocial Wellbeing: Action Plans for Policy to Practice. Taylor and Francis, London and New York. (In Press)

malaria, microscopy, Deep learning, attention mechanism, medical image classification, diagnosis

Oladimeji, Oladosu Oyebisi and Ibitoye, Ayodeji Olusegun ORCID: https://orcid.org/0000-0002-5631-8507 (2026) A novel attention-enhanced hybrid deep learning approach for malaria diagnosis in microscopic cell images. Informatics and Health, 3 (1). pp. 41-47. ISSN 2949‑9534 (Online) (doi:10.1016/j.infoh.2025.11.004)

mental health prediction, digital behavioural continuum theory, social media analytics, temporal behaviour analysis, social withdrawal, graph neural networks, recurrent neural networks

Ibitoye, Ayodeji Olusegun ORCID: https://orcid.org/0000-0002-5631-8507, Oladimeji, Oladosu Oyebisi and Fagbola, Temitayo Matthew (2026) An explainable hybrid model for decoding silent mental health symptoms through social media interaction and textual withdrawal patterns. International Journal of Applied Mathematics and Computer Science, 36 (2). pp. 347-367. ISSN 1641-876X (Print), 2083-8492 (Online) (doi:10.61822/amcs-2026-0023)

mental health, emotional analysis, Roberta, BERT, natural language processing, decision support

Ibitoye, Ayodeji O.J. ORCID: https://orcid.org/0000-0002-5631-8507, Oladosu, Oladimeji O. and Onifade, Olufade F.W. (2024) Contextual emotional transformer-based model for comment analysis in mental health case prediction. Vietnam Journal of Computer Science. pp. 1-23. ISSN 2196-8888 (Print), 2196-8896 (Online) (doi:10.1142/S2196888824500192)

mental health, text clustering, transformer-based architectures, decision support, mental health perspectives, digital mental health

Ibitoye, Ayodeji O.J. ORCID: https://orcid.org/0000-0002-5631-8507, Oladimeji, Oladosu O. ORCID: https://orcid.org/0000-0001-8835-6156 and Afe, Oluwaseyi F. (2025) Clustering digital mental health perceptions using transformer-based models. Franklin Open, 11:100262. ISSN 2773-1871 (Print), 2773-1863 (Online) (doi:10.1016/j.fraope.2025.100262)

responsible AI, contextual responsibility, dynamic accountability, algorithmic governance, LLM risk calibration, socio-technical evaluation

Ibitoye, Ayodeji Olusegun ORCID: https://orcid.org/0000-0002-5631-8507, Johnson, Deepika Roselind, Sorinolu, Babafemi Gabriel, Orji, Rita and Abikoye, Oluwakemi Christiana (2026) A dynamic contextual responsibility framework for evaluating large language models in socio-technical contexts. AI and Ethics, 6:191. ISSN 2730-5961 (Online) (doi:10.1007/s43681-026-01072-9)