Journal Articles

Journal articles by HiKER Group and its collaborators:

Kavu et al (2021)

Tatenda Kavu, Kudakwashe Dube and Peter Raeth (2021), Characterisation of User-Contexts for Context-Aware Recommendation Systems, Submitted: AI & SOCIETY – Journal of Knowledge, Culture and Communication, Springer

Kambarami et al (2021)

Kambarami, F., McLachlan, S., Bozic, B., Dube, K., & Chimhundu, H. (2021). Computational Modeling of Agglutinative Languages: The Challenge for Southern Bantu Languages. Arusha Working Papers in African Linguistics, Vol 3 Issue 1, pp. 52-81 (Publisher URL)

Fenton et al (2020)

Norman Fenton, Scott McLachlan, Peter Lucas, Kudakwashe Dube, Graham Hitman, Magda Osman, Evangelia Kyrimi, Martin Neil (2020); A privacy-preserving Bayesian network model for personalised COVID19 risk assessment and contact tracing. Preprint DOI: 10.1101/2020.07.15.20154286

Kyrimi, Dube, Fenton et al (2020)

Evangelia Kyrimi, Kudakwashe Dube, Norman Fenton, Ali Fahmi, Mariana Neves, David Marsh and Scott McLachlan(2020), Bayesian Networks in Healthcare: What is preventing their adoption? Artificial Intelligence in Medicine, AIIM_2020_927 (Submitted 10 Jul 2020)

McLachlan, Lucas, Dube et al (2020)

McLachlan, S., Lucas, P., Dube, K., Hitman, G., Osman, M., Kyrimi, E., Neil, M., & Fenton, N. (2020). The fundamental limitations of COVID-19 contact tracing methods and how to resolve them with a Bayesian network approach. [Preprint]

McLachlan, Lucas, Dube et al (2020)

McLachlan, S., Lucas, P., Dube, K., Hitman, G., Osman, M., Kyrimi, E., Neil, M., & Fenton, N. (2020). Bluetooth smartphone apps: Are they the most private and effective solution for COVID-19 contact tracing?. [Preprint] (submitted)

Kyrimi et al (2020)

Evangelia Kyrimi, Scott McLachlan, Kudakwashe Dube, Mariana Raniere Neves, Ali Fahmi, Norman Fenton (2020). A Comprehensive Scoping Review of Bayesian Networks in Healthcare: Past, Present and Future. ACM Computing Surveys. [Preprint] (Submitted)

Kyrimi et al (2020)

Evangelia Kyrimi, Scott McLachlan, Kudakwashe Dube and Norman Fenton. Bayesian Networks in Healthcare: the chasm between research enthusiasm and clinical adoption. [Preprint]

McLachlan et al (2020)

Scott McLachlan, Kudakwashe Dube, Graham A Hitman, Norman E Fenton, Evangelia Kyrimi (2020), Bayesian networks in healthcare: Distribution by medical condition, Artificial Intelligence in Medicine, Volume 107, 2020, Article Number: 101912, ISSN: 0933-3657,  DOI: 10.1016/j.artmed.2020.101912. [Publisher URL] [Preprint]

Osman et al (2020)

Magda Osman, Norman E. Fenton, Scott McLachlan, Peter Lucas, Kudakwashe Dube, Graham A. Hitman, Evangelia Kyrimi, Martin Neil (2020); The thorny problems of Covid-19 Contact Tracing Apps: The need for a holistic approach; Journal of Behavioral Economics for Policy, Vol. 4, COVID-19 Special Issue, pp.43-48. [PDF]

Fenton et al (2020)

Norman E. Fenton, Martin Neil, Magda Osman & Scott McLachlan (2020); COVID-19 infection and death rates: the need to incorporate causal explanations for the data and avoid bias in testing, Journal of Risk Research, DOI: 10.1080/13669877.2020.1756381

McLachlan et al (2020)

McLachlan, S., Kyrimi, E., Dube, K., Hitman, G.A., Simmonds, J., & Fenton, N.E. (2020). Towards Standardisation of evidence-based clinical care process specifications. SAGE Health Informatics Journal, DOI: 10.1177/1460458220906069

McLachlan et al (2019)

McLachlan, S., Dube, K., Kyrimi, E. and Fenton, N. (2019). LAGOS: Learning Health Systems and how they can integrate with Patient Care. BMJ Health and Care Informatics (BMJ-HCI), 2019; 0:e100037. DOI: 10.1136/bmjhci-2019-100037

Kavu et al (2019)

Tatenda D. Kavu, Kudakwashe Dube, and Peter G. Raeth (2019). Holistic User Context-Aware Recommender Algorithm. Mathematical Problems in Engineering, Hindawi, Article ID: 3965845. DOI: 10.1155/2019/3965845

McLachlan et al (2019)

Scott McLachlan, Kudakwashe Dube, Owen Johnson, Derek Buchanan, Henry W.W. Potts, Thomas Gallagher, Norman Fenton: A Framework for Analysing Learning Health Systems: Are we removing the most impactful barriers? Learning Health Systems (Journal), Wiley: e10189, 03/2019, DOI: 10.1002/lrh2.10189

Daley et al (2018)

Daley, B., Hitman, G.A., Fenton, N., & McLachlan, S. (2018) Assessment of the quality and content of national and international guidelines on the identification and management of Diabetes in Pregnancy: An AGREE II Study. BMJ Open, e:027285 DOI: 10.1136/bmjopen-2018-027285

McLachlan et al (2018)

Scott Mclachlan, Henry W W Potts, Kudakwashe Dube, Derek Buchanan, Stephen Lean, Thomas Gallagher, Owen Johnson, Bridget Daley, William Marsh, Norman Fenton: The Heimdall Framework for Supporting Characterisation of Learning Health Systems. The Journal of Innovation in Health Informatics (JIHI), 05/2018; 25(2). DOI: 10.14236/jhi.v25i2.996

McLachlan et al (2018)

Scott McLachlan, Kudakwashe Dube, Derek Buchanan, Stephen Lean, Owen Johnson, Henry W. W. Potts, Thomas Gallagher, William Marsh, Norman Elliot Fenton: Learning Health Systems: The research community awareness challenge. BMJ Health and Care Informatics, 03/2018; 25(1):038. DOI: 10.14236/jhi.v25i1.981

Walonoski et al (2017)

Jason Walonoski, Mark Kramer, Joseph Nichols, Andre Quina, Chris Moesel, Dylan Hall, Carlton Duffett, Kudakwashe Dube, Thomas Gallagher, Scott McLachlan: Synthea: An approach, method, and software mechanism for generating synthetic patients and the synthetic electronic health care record. Journal of the American Medical Informatics Association (JAMIA), 09/2017; DOI:10.1093/jamia/ocx079

Kavu et al (2017)

Tatenda D. Kavu, Kudakwashe Dube, Peter G. Raeth, Gilford T. Hapanyengwi: A Characterisation and Framework for User-Centric Factors in Evaluation Methods for Recommender Systems. 01/2017; International Journal of ICT Research in Africa and the Middle East (IJICTRAME), 6(1):1-16. DOI: 10.4018/IJICTRAME.2017010101

Dube and Wu (2009)

Kudakwashe Dube, Bing Wu: A Generic Approach to Computer-based Clinical Practice Guideling Managment using the ECA Rule Paradigm and Active Databases. International Journal of Technology Management, 03/2009; 47(1/2/3). DOI: 10.1504/IJTM.2009.024115

Nugent et al (2003)

D. Nugent, K. Dube, B. Wu: DAAS: A web-based system for user-specific dietary analysis and advice for the public healthcare domain. High Technology Letters, Vol 9 Issue 4 (2003):78-82. [ PDF ]

Dube and Wu (2001)

Kudakwashe Dube and Bing Wu: Supporting clinical laboratory test-ordering protocol specification, execution and management: An event-condition-action rule and database approach. Health Informatics Journal, 03/2001; 7(1):20-28. DOI: 10.1177/146045820100700105