Author

Kehinde D. Aruleba

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Review Open access Oct 2026

Large Language Models in Clinical Decision Support: A Critical Review of Progress, Limitations, and the Path Toward Sustainable Healthcare

Large language models such as GPT-4, Med-PaLM 2, and BioMedLM are being increasingly applied to clinical decision support tasks including diagnostic reasoning, clinical documentation, medical question answering, and patient-facing health communication, with several studies reporting performance comparable to trained cl...

M. Oloko-Oba, Ebenezer Esenogho, Kehinde D. Aruleba et al. · Applied Informatics · 0 citations

Book Open access Sep 2026

From Correctness to Expert-Refined Misconception Signals with Human-in-the-Loop Validation in CS1 Programming Education

Knowledge tracing in introductory programming is commonly framed as predicting whether a student will eventually solve the next problem. While useful, this approach reduces rich programming activity to correctness labels and offers limited support for instructional interpretation. This study examines whether learner mo...

Kehinde D. Aruleba, S. Oyelere, F. J. Agbo et al. · Proceedings of the 2026 Unit... · 0 citations

Book Open access Aug 2026

Scaffolded AI-Verification: Assessment Patterns for Resource-Constrained Environments.

A two-site qualitative study of Nigerian computing departments is reported, drawing on semi-structured interviews with students and academic staff and analysing the corpus through thematic analysis to characterise assessment practice under policy-light conditions, describing a persistent detection trap.

Kehinde D. Aruleba, Kike Ladipo, I. Sanusi et al. · International Computing Educ... · 0 citations