Personal profile
Research Interests
Artificial Intelligence, Machine Learning, Explainable AI, and Data Science applications in healthcare.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being -
SDG 4 Quality Education -
SDG 12 Responsible Consumption and Production
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Age-Stratified Mental Health Prediction Using SHAP: An Explainable Artificial Intelligence Framework
Mokheleli, T., 30 Jan 2026, In: Advances in Distributed Computing and Artificial Intelligence Journal. 14, p. 1-22 22 p., e32910.Research output: Contribution to journal › Article › peer-review
Open Access -
A Deep Learning Approach for Predicting Diabetes Stages
Mokheleli, T., Mbuya, E., Bokaba, T., Ndayizigamiye, P. & Idemudia, E. C., 2025, Americas Conference on Information Systems, AMCIS 2025. Association for Information Systems, p. 3141-3150 10 p. (Americas Conference on Information Systems, AMCIS 2025; vol. 5).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Explainable Artificial Intelligence for Workplace Mental Health Prediction
Mokheleli, T., Bokaba, T. & Mbunge, E., Dec 2025, In: Informatics. 12, 4, 130.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
A Machine Learning Approach to Mental Disorder Prediction: Handling the Missing Data Challenge
Mokheleli, T., Bokaba, T., Museba, T. & Ntshingila, N., 2024, Emerging Technologies for Developing Countries - 6th EAI International Conference, AFRICATEK 2023, Proceedings. Masinde, M., Möbs, S. & Bagula, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 93-106 14 p. (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST; vol. 520 LNICST).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
3 Citations (Scopus) -
The Application of Artificial Intelligence in Diabetes Prediction: A Bibliometric Analysis
Mbuya, E., Mokheleli, T., Bokaba, T. & Ndayizigamiye, P., 2024, Implications of Information and Digital Technologies for Development - 18th IFIP WG 9.4 International Conference, ICT4D 2024, Proceedings. Chigona, W., Kabanda, S. & Seymour, L. F. (eds.). Springer Science and Business Media Deutschland GmbH, p. 3-17 15 p. (IFIP Advances in Information and Communication Technology; vol. 708).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access1 Citation (Scopus)