Publications and Preprints
Semantic Web technologies in sensor-based personal health monitoring systems: A systematic mapping study
Year: 2025
Authors: Mbithe Nzomo and Deshendran Moodley
Details: arXiv preprint. Revised and under review at the Semantic Web journal.
Integrating Knowledge Graphs and Bayesian Networks: A Hybrid Approach for Explainable Disease Risk Prediction
Year: 2025
Authors: Mbithe Nzomo and Deshendran Moodley
Published in: Proceedings of the 2025 IEEE 49th IEEE International Conference on Computers, Software, and Applications (COMPSAC)
Presented at: COMPSAC 2025; 8th to 11th July 2025; Toronto, Canada.
A Semantic Architecture for Continuous Health Monitoring, Risk Prediction, and Proactive Decision Making (Best Student Paper award)
Year: 2024
Authors: Mbithe Nzomo and Deshendran Moodley
Published in: AI for Health Equity and Fairness, Studies in Computational Intelligence, vol. 1164.
Presented at: 8th AAAI International Workshop on Health Intelligence (W3PHIAI-24); 26th to 27th February 2024; Vancouver, Canada.
A Hybrid AI Framework for Sensor-Based Personal Health Monitoring towards Precision Health (Extended Abstract)
Year: 2024
Author: Mbithe Nzomo
Published in: Proceedings of the 38th AAAI Conference on Artificial Intelligence, vol. 38, no. 21: IAAI-24, EAAI-24, AAAI-24 Student Abstracts, Undergraduate Consortium and Demonstrations.
Presented at: The Doctoral Consortium at AAAI 2024; 21st February 2024; Vancouver, Canada.
A Personal Health Agent for Decision Support in Arrhythmia Diagnosis
Year: 2023
Authors: Tezira Wanyana, Mbithe Nzomo, C. S. Price, Deshendran Moodley
Published in: Information and Communication Technologies for Ageing Well and e-Health, Communications in Computer and Information Science, vol. 1856.
Additional details: Extended version of the conference paper presented at ICT4AWE 2022.
Combining Machine Learning and Bayesian Networks for ECG Interpretation and Explanation (Nominated for Best Student Paper award)
Year: 2022
Authors: Tezira Wanyana, Mbithe Nzomo, C. S. Price, Deshendran Moodley
Published in: Proceedings of the 8th International Conference on Information and Communication Technologies for Ageing Well and e-Health (ICT4AWE)
Presented at: ICT4AWE 2022; 23rd to 25th April 2022; virtual conference.