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ORCIDEvangelia Kyrimi
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Journal Articles
- 2024
[j8]Evangelia Kyrimi, Rebecca S. Stoner, Zane B. Perkins
, Erhan Pisirir, Jared M. Wohlgemut, William Marsh, Nigel R. M. Tai:
Updating and recalibrating causal probabilistic models on a new target population. J. Biomed. Informatics 149: 104572 (2024)- 2023
- [j7]Scott McLachlan, Evangelia Kyrimi, Kudakwashe Dube, Norman E. Fenton, Lisa C. Webley:
Lawmaps: enabling legal AI development through visualisation of the implicit structure of legislation and lawyerly process. Artif. Intell. Law 31(1): 169-194 (2023) - 2021
- [j6]Evangelia Kyrimi, Kudakwashe Dube, Norman E. Fenton, Ali Fahmi, Mariana Raniere Neves, William Marsh, Scott McLachlan:
Bayesian networks in healthcare: What is preventing their adoption? Artif. Intell. Medicine 116: 102079 (2021) - [j5]Evangelia Kyrimi, Scott McLachlan, Kudakwashe Dube, Mariana R. Neves, Ali Fahmi, Norman E. Fenton:
A comprehensive scoping review of Bayesian networks in healthcare: Past, present and future. Artif. Intell. Medicine 117: 102108 (2021) - 2020
- [j4]Evangelia Kyrimi, Somayyeh Mossadegh, Nigel Tai, William Marsh:
An incremental explanation of inference in Bayesian networks for increasing model trustworthiness and supporting clinical decision making. Artif. Intell. Medicine 103: 101812 (2020) - [j3]Scott McLachlan, Kudakwashe Dube, Graham A. Hitman, Norman E. Fenton, Evangelia Kyrimi:
Bayesian networks in healthcare: Distribution by medical condition. Artif. Intell. Medicine 107: 101912 (2020) - [j2]Scott McLachlan, Evangelia Kyrimi, Kudakwashe Dube, Graham A. Hitman, Jennifer A. Simmonds, Norman E. Fenton:
Towards standardisation of evidence-based clinical care process specifications. Health Informatics J. 26(4): 2512-2537 (2020) - [j1]Evangelia Kyrimi, Mariana Raniere Neves, Scott McLachlan, Martin Neil, William Marsh, Norman E. Fenton:
Medical idioms for clinical Bayesian network development. J. Biomed. Informatics 108: 103495 (2020)
Conference and Workshop Papers
- 2024
- [c10]Scott McLachlan, Bridget J. Daley, Sam Saidi, Evangelia Kyrimi, Kudakwashe Dube, Crina Grossan, Martin Neil, Louise Rose, Norman E. Fenton:
Approach and Method for Bayesian Network Modelling: The Case for Pregnancy Outcomes in England and Wales. BIOSTEC (2) 2024: 604-612 - 2023
- [c9]Erhan Pisirir, Jared M. Wohlgemut, Evangelia Kyrimi, Rebecca S. Stoner, Zane B. Perkins, Nigel R. M. Tai, D. William R. Marsh:
A Process for Evaluating Explanations for Transparent and Trustworthy AI Prediction Models. ICHI 2023: 388-397 - 2020
- [c8]Kudakwashe Dube, Scott McLachlan, Ngonidzashe Zanamwe, Evangelia Kyrimi, Jasmine S. Thomson, Norman E. Fenton:
Managing Knowledge in Computational Models for Global Food, Nutrition and Health Technologies. GHTC 2020: 1-8 - [c7]Ali Fahmi, Amy MacBrayne, Evangelia Kyrimi, Scott McLachlan, Frances Humby, William Marsh, Costantino Pitzalis:
Causal Bayesian Networks for Medical Diagnosis: A Case Study in Rheumatoid Arthritis. ICHI 2020: 1-7 - [c6]Scott McLachlan, Haydn Paterson, Kudakwashe Dube, Evangelia Kyrimi, Eugene Dementiev, Martin Neil, Bridget J. Daley, Graham A. Hitman, Norman E. Fenton:
Real-time Online Probabilistic Medical Computation using Bayesian Networks. ICHI 2020: 1-8 - [c5]Scott McLachlan, Evangelia Kyrimi, Bridget J. Daley, Kudakwashe Dube, Max Marsden, Sarah Finer, Graham A. Hitman, Norman E. Fenton:
Incorporating Clinical Decisions into Standardised Caremaps. ICHI 2020: 1-2 - [c4]Bridget J. Daley, Evangelia Kyrimi, Kudakwashe Dube, Norman E. Fenton, Graham A. Hitman, Scott McLachlan:
Data Visualisation in Midwifery: The Challenge of Seeing what Datasets Hide. MIE 2020: 1239-1240 - 2019
- [c3]Scott McLachlan, Evangelia Kyrimi, Kudakwashe Dube, Norman E. Fenton:
Clinical Caremap Development: How Can Caremaps Standardise Care When They Are Not Standardised? HEALTHINF 2019: 123-134 - [c2]Scott McLachlan, Evangelia Kyrimi, Kudakwashe Dube, Norman E. Fenton:
Standardising Clinical Caremaps: Model, Method and Graphical Notation for Caremap Specification. BIOSTEC (Selected Papers) 2019: 429-452 - 2016
- [c1]Evangelia Kyrimi, William Marsh:
A Progressive Explanation of Inference in 'Hybrid' Bayesian Networks for Supporting Clinical Decision Making. Probabilistic Graphical Models 2016: 275-286
Informal and Other Publications
- 2024
- [i9]Evangelia Kyrimi, Scott McLachlan, Jared M. Wohlgemut, Zane B. Perkins, David A. Lagnado, William Marsh, ExAIDSS Expert Group:
Explainable AI: Definition and attributes of a good explanation for health AI. CoRR abs/2409.15338 (2024) - 2022
- [i8]Scott McLachlan, Evangelia Kyrimi, Kudakwashe Dube, Norman E. Fenton, Burkhard Schafer:
The Self-Driving Car: Crossroads at the Bleeding Edge of Artificial Intelligence and Law. CoRR abs/2202.02734 (2022) - 2020
- [i7]Scott McLachlan, Kudakwashe Dube, Graham A. Hitman, Norman E. Fenton, Evangelia Kyrimi:
Bayesian Networks in Healthcare: Distribution by Medical Condition. CoRR abs/2002.00224 (2020) - [i6]Scott McLachlan, Evangelia Kyrimi, Norman E. Fenton:
Public Authorities as Defendants: Using Bayesian Networks to determine the Likelihood of Success for Negligence claims in the wake of Oakden. CoRR abs/2002.05664 (2020) - [i5]Evangelia Kyrimi, Scott McLachlan, Kudakwashe Dube, Mariana R. Neves, Ali Fahmi, Norman E. Fenton:
A Comprehensive Scoping Review of Bayesian Networks in Healthcare: Past, Present and Future. CoRR abs/2002.08627 (2020) - [i4]Evangelia Kyrimi, Somayyeh Mossadegh, Nigel Tai, William Marsh:
An Incremental Explanation of Inference in Hybrid Bayesian Networks for Increasing Model Trustworthiness and Supporting Clinical Decision Making. CoRR abs/2003.02599 (2020) - [i3]Scott McLachlan, Peter Lucas, Kudakwashe Dube, Graham A. Hitman, Magda Osman, Evangelia Kyrimi, Martin Neil, Norman E. Fenton:
Bluetooth Smartphone Apps: Are they the most private and effective solution for COVID-19 contact tracing? CoRR abs/2005.06621 (2020) - [i2]Evangelia Kyrimi, Mariana Raniere Neves, Scott McLachlan, Martin Neil, William Marsh, Norman E. Fenton:
Medical idioms for clinical Bayesian network development. CoRR abs/2007.00364 (2020) - [i1]Scott McLachlan, Evangelia Kyrimi, Kudakwashe Dube, Norman E. Fenton, Lisa C. Webley:
Lawmaps: Enabling Legal AI development through Visualisation of the Implicit Structure of Legislation and Lawyerly Process. CoRR abs/2011.00586 (2020)
Coauthor Index
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