55 citations · 64 across the 4 of their papers we have counts for
6 papers
Medical idioms for clinical Bayesian network development
Evangelia Kyrimi, Mariana Raniere Neves, Scott McLachlan +3
Bayesian Networks (BNs) are graphical probabilistic models that have proven popular in medical applications. While numerous medical BNs have been published, most are presented fait…
Bluetooth Smartphone Apps: Are they the most private and effective solution for COVID-19 contact tracing?
Scott McLachlan, Peter Lucas, Kudakwashe Dube +5
Many digital solutions mainly involving Bluetooth technology are being proposed for Contact Tracing Apps (CTA) to reduce the spread of COVID-19. Concerns have been raised regarding…
An Incremental Explanation of Inference in Hybrid Bayesian Networks for Increasing Model Trustworthiness and Supporting Clinical Decision Making
Evangelia Kyrimi, Somayyeh Mossadegh, Nigel Tai +1
Various AI models are increasingly being considered as part of clinical decision-support tools. However, the trustworthiness of such models is rarely considered. Clinicians are mor…
A Comprehensive Scoping Review of Bayesian Networks in Healthcare: Past, Present and Future
Evangelia Kyrimi, Scott McLachlan, Kudakwashe Dube +3
No comprehensive review of Bayesian networks (BNs) in healthcare has been published in the past, making it difficult to organize the research contributions in the present and ident…
Bayesian Networks in Healthcare: Distribution by Medical Condition
Scott McLachlan, Kudakwashe Dube, Graham A Hitman +2
Bayesian networks (BNs) have received increasing research attention that is not matched by adoption in practice and yet have potential to significantly benefit healthcare. Hitherto…
Public Authorities as Defendants: Using Bayesian Networks to determine the Likelihood of Success for Negligence claims in the wake of Oakden
Scott McLachlan, Evangelia Kyrimi, Norman Fenton
Several countries are currently investigating issues of neglect, poor quality care and abuse in the aged care sector. In most cases it is the State who license and monitor aged car…