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Kudakwashe Dube
Kudakwashe Dube
Founding Research Fellow, HIKER Group, London, UK
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Synthea: An approach, method, and software mechanism for generating synthetic patients and the synthetic electronic health care record
J Walonoski, M Kramer, J Nichols, A Quina, C Moesel, D Hall, C Duffett, ...
Journal of the American Medical Informatics Association 25 (3), 230-238, 2018
3342018
Bayesian Networks in Healthcare: Distribution by Medical Condition
S McLachlan, K Dube, GA Hitman, NE Fenton, E Kyrimi
Artificial Intelligence in Medicine, https://doi.org/10.1016/j.artmed.2020.10, 2020
1332020
Using the caremap with health incidents statistics for generating the realistic synthetic electronic healthcare record
S McLachlan, K Dube, T Gallagher
2016 IEEE International Conference on Healthcare Informatics (ICHI), 439-448, 2016
672016
The Heimdall framework for supporting characterisation of learning health systems
S McLachlan, HWW Potts, K Dube, D Buchanan, S Lean, T Gallagher, ...
Journal of Innovation in Health Informatics 25 (2), 77 –- 87, 2018
632018
A comprehensive scoping review of Bayesian networks in healthcare: Past, present and future
E Kyrimi, S McLachlan, K Dube, MR Neves, A Fahmi, N Fenton
Artificial Intelligence in Medicine 117, 102108, 2021
612021
Electronic healthcare information security
CA Shoniregun, K Dube, F Mtenzi
Springer Science & Business Media, 2010
502010
Approach and method for generating realistic synthetic electronic healthcare records for secondary use
K Dube, T Gallagher
Foundations of Health Information Engineering and Systems: Third ¡¦, 2014
362014
A Framework for Analysing Learning Health Systems: Are we removing the most impactful barriers?
S McLachlan, K Dube, O Johnson, D Buchanan, H Potts, T Gallagher, ...
Learning Health Systems 3 (4), e10189, 2019
342019
PLAN: a framework and specification language with an event-condition-action (ECA) mechanism for clinical test request protocols
B Wu, K Dube
Proceedings of the 34th Annual Hawaii International Conference on System ¡¦, 2001
342001
Bayesian networks in healthcare: What is preventing their adoption?
E Kyrimi, K Dube, N Fenton, A Fahmi, MR Neves, W Marsh, S McLachlan
Artificial Intelligence in Medicine 116, 102079, 2021
332021
A privacy-preserving Bayesian network model for personalised COVID19 risk assessment and contact tracing
NE Fenton, S McLachlan, P Lucas, K Dube, GA Hitman, M Osman, ...
MedRxiv, 2020.07. 15.20154286, 2020
332020
The fundamental limitations of COVID-19 contact tracing methods and how to resolve them with a Bayesian network approach
S McLachlan, P Lucas, K Dube, GS McLachlan, GA Hitman, M Osman, ...
London, UK 2 (27042.66243), 2020
262020
The thorny problems of Covid-19 Contact Tracing Apps: The need for a holistic approach
M Osman, N Fenton, S McLachlan, P Lucas, K Dube, G Hitman, L Kyrimi, ...
Journal of Behavioral Economics for Policy 4 (S), 57-61, 2020
252020
Bluetooth Smartphone Apps: Are they the most private and effective solution for COVID-19 contact tracing?
S McLachlan, P Lucas, K Dube, GA Hitman, M Osman, E Kyrimi, M Neil, ...
arXiv preprint arXiv:2005.06621, 2020
242020
Towards standardisation of evidence-based clinical care process specifications
S McLachlan, E Kyrimi, K Dube, G Hitman, J Simmonds, N Fenton
Health Informatics Journal, 1 - 26 (1460458220906069), 2020
192020
A Generic approach to supporting the management of computerised clinical guidelines and protocols
K Dube
Technological University Dublin, 2004
172004
An event-driven approach to computerizing clinical guidelines using XML
E Mansour, B Wu, K Dube, JX Li
2006 IEEE Services Computing Workshops, 13-20, 2006
162006
Using ECA rules in database systems to support clinical protocols
K Dube, B Wu, JB Grimson
Database and Expert Systems Applications: 13th International Conference ¡¦, 2002
162002
Applying event-condition-action mechanism in healthcare: A computerised clinical test-ordering protocol system (TOPS)
B Wu, K Dube
Proceedings of the Third International Symposium on Cooperative Database ¡¦, 2001
152001
Supporting collaboration and information sharing in computer-based clinical guideline management
K Dube, E Mansour, B Wu
18th IEEE Symposium on Computer-Based Medical Systems (CBMS'05), 232-237, 2005
142005
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