Evangelia Kyrimi

According to our database, Evangelia Kyrimi authored at least 22 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Updating and recalibrating causal probabilistic models on a new target population.

Evangelia Kyrimi, Rebecca S. Stoner, Zane B. Perkins, Erhan Pisirir, Jared M. Wohlgemut, William Marsh, Nigel R. M. Tai

J. Biomed. Informatics, January, 2024

Approach and Method for Bayesian Network Modelling: The Case for Pregnancy Outcomes in England and Wales.

Scott McLachlan, Bridget J. Daley, Sam Saidi, Evangelia Kyrimi, Kudakwashe Dube, Crina Grossan, Martin Neil, Louise Rose, Norman E. Fenton

Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, 2024

2023

Lawmaps: enabling legal AI development through visualisation of the implicit structure of legislation and lawyerly process.

Scott McLachlan, Evangelia Kyrimi, Kudakwashe Dube, Norman E. Fenton, Lisa C. Webley

Artif. Intell. Law, March, 2023

A Process for Evaluating Explanations for Transparent and Trustworthy AI Prediction Models.

Erhan Pisirir, Jared M. Wohlgemut, Evangelia Kyrimi, Rebecca S. Stoner, Zane B. Perkins, Nigel R. M. Tai, D. William R. Marsh

Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023

2022

The Self-Driving Car: Crossroads at the Bleeding Edge of Artificial Intelligence and Law.

Scott McLachlan, Evangelia Kyrimi, Kudakwashe Dube, Norman E. Fenton, Burkhard Schafer

CoRR, 2022

2021

A comprehensive scoping review of Bayesian networks in healthcare: Past, present and future.

Evangelia Kyrimi, Scott McLachlan, Kudakwashe Dube, Mariana R. Neves, Ali Fahmi, Norman E. Fenton

Artif. Intell. Medicine, 2021

Bayesian networks in healthcare: What is preventing their adoption?

Evangelia Kyrimi, Kudakwashe Dube, Norman E. Fenton, Ali Fahmi, Mariana Raniere Neves, William Marsh, Scott McLachlan

Artif. Intell. Medicine, 2021

2020

Medical idioms for clinical Bayesian network development.

Evangelia Kyrimi, Mariana Raniere Neves, Scott McLachlan, Martin Neil, William Marsh, Norman E. Fenton

J. Biomed. Informatics, 2020

Towards standardisation of evidence-based clinical care process specifications.

Scott McLachlan, Evangelia Kyrimi, Kudakwashe Dube, Graham A. Hitman, Jennifer A. Simmonds, Norman E. Fenton

Health Informatics J., 2020

Bluetooth Smartphone Apps: Are they the most private and effective solution for COVID-19 contact tracing?

Scott McLachlan, Peter Lucas, Kudakwashe Dube, Graham A. Hitman, Magda Osman, Evangelia Kyrimi, Martin Neil, Norman E. Fenton

CoRR, 2020

An Incremental Explanation of Inference in Hybrid Bayesian Networks for Increasing Model Trustworthiness and Supporting Clinical Decision Making.

Evangelia Kyrimi, Somayyeh Mossadegh, Nigel Tai, William Marsh

CoRR, 2020

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 E. Fenton

CoRR, 2020

Bayesian networks in healthcare: Distribution by medical condition.

Scott McLachlan, Kudakwashe Dube, Graham A. Hitman, Norman E. Fenton, Evangelia Kyrimi

Artif. Intell. Medicine, 2020

An incremental explanation of inference in Bayesian networks for increasing model trustworthiness and supporting clinical decision making.

Evangelia Kyrimi, Somayyeh Mossadegh, Nigel Tai, William Marsh

Artif. Intell. Medicine, 2020

Data Visualisation in Midwifery: The Challenge of Seeing what Datasets Hide.

Bridget J. Daley, Evangelia Kyrimi, Kudakwashe Dube, Norman E. Fenton, Graham A. Hitman, Scott McLachlan

Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020

Incorporating Clinical Decisions into Standardised Caremaps.

Scott McLachlan, Evangelia Kyrimi, Bridget J. Daley, Kudakwashe Dube, Max Marsden, Sarah Finer, Graham A. Hitman, Norman E. Fenton

Proceedings of the 8th IEEE International Conference on Healthcare Informatics, 2020

Real-time Online Probabilistic Medical Computation using Bayesian Networks.

Scott McLachlan, Haydn Paterson, Kudakwashe Dube, Evangelia Kyrimi, Eugene Dementiev, Martin Neil, Bridget J. Daley, Graham A. Hitman, Norman E. Fenton

Proceedings of the 8th IEEE International Conference on Healthcare Informatics, 2020

Causal Bayesian Networks for Medical Diagnosis: A Case Study in Rheumatoid Arthritis.

Ali Fahmi, Amy MacBrayne, Evangelia Kyrimi, Scott McLachlan, Frances Humby, William Marsh, Costantino Pitzalis

Proceedings of the 8th IEEE International Conference on Healthcare Informatics, 2020

Managing Knowledge in Computational Models for Global Food, Nutrition and Health Technologies.

Kudakwashe Dube, Scott McLachlan, Ngonidzashe Zanamwe, Evangelia Kyrimi, Jasmine S. Thomson, Norman E. Fenton

Proceedings of the IEEE Global Humanitarian Technology Conference, 2020

2019

Standardising Clinical Caremaps: Model, Method and Graphical Notation for Caremap Specification.

Scott McLachlan, Evangelia Kyrimi, Kudakwashe Dube, Norman E. Fenton

Proceedings of the Biomedical Engineering Systems and Technologies, 2019

Clinical Caremap Development: How Can Caremaps Standardise Care When They Are Not Standardised?

Scott McLachlan, Evangelia Kyrimi, Kudakwashe Dube, Norman E. Fenton

Proceedings of the 12th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2019), 2019

2016

A Progressive Explanation of Inference in 'Hybrid' Bayesian Networks for Supporting Clinical Decision Making.

Evangelia Kyrimi, William Marsh

Proceedings of the Probabilistic Graphical Models - Eighth International Conference, 2016