William Marsh

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 20

Top Topics

Clinical Decision Making

Risk Management

Bayesian Networks

Rheumatoid Arthritis

Top Venues

Artif. Intell. Medicine

J. Biomed. Informatics

Publications

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 (2024)
Hakan Yücetürk, Halime Gülle, Ceren Tuncer Sakar, Christopher Joyner, William Marsh, Edibe Ünal, Dylan Morrissey, Barbaros Yet
Reducing the question burden of patient reported outcome measures using Bayesian networks. J. Biomed. Informatics 135 (2022)
Mariana R. Neves, Bridget J. Daley, Graham A. Hitman, Mohammed S. B. Huda, Scott McLachlan, Sarah Finer, William Marsh
Causal Dynamic Bayesian Networks for the Management of Glucose Control in Gestational Diabetes. ICHI (2021)
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 (2021)
Ali Fahmi, Hamit Soyel, William Marsh, Paul Curzon, Amy MacBrayne, Frances Humby
From Personalised Predictions to Targeted Advice: Improving Self-Management in Rheumatoid Arthritis. EFMI-STC (2020)
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 (2020)
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)
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 (2020)
Evangelia Kyrimi, Mariana Raniere Neves, Scott McLachlan, Martin Neil, William Marsh, Norman E. Fenton
Medical idioms for clinical Bayesian network development. CoRR (2020)
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 (2020)
Jane Waite, Paul Curzon, William Marsh, Sue Sentance
Difficulties with design: The challenges of teaching design in K-5 programming. Comput. Educ. 150 (2020)
Barbaros Yet, William Marsh, Dylan Morrissey
Towards an Evidence-Based Decision Support Tool for Management of Musculoskeletal Conditions. EFMI-STC (2018)
Jane Lisa Waite, Paul Curzon, William Marsh, Sue Sentance, Alex Hadwen-Bennett
Abstraction in action: K-5 teachers' uses of levels of abstraction, particularly the design level, in teaching programming. Int. J. Comput. Sci. Educ. Sch. 2 (1) (2018)
Jane Waite, Paul Curzon, William Marsh, Sue Sentance
Comparing K-5 teachers' reported use of design in teaching programming and planning in teaching writing. WiPSCE (2018)
Jane Waite, Paul Curzon, William Marsh, Sue Sentance
K-5 Teachers' Uses of Levels of Abstraction Focusing on Design. WiPSCE (2017)
Evangelia Kyrimi, William Marsh
A Progressive Explanation of Inference in 'Hybrid' Bayesian Networks for Supporting Clinical Decision Making. Probabilistic Graphical Models (2016)
Anthony Costa Constantinou, Barbaros Yet, Norman E. Fenton, Martin Neil, William Marsh
Value of information analysis for interventional and counterfactual Bayesian networks in forensic medical sciences. Artif. Intell. Medicine 66 (2016)
Jane Waite, Paul Curzon, William Marsh, Sue Sentance
Abstraction and common classroom activities. WiPSCE (2016)
Norman E. Fenton, Martin Neil, David A. Lagnado, William Marsh, Barbaros Yet, Anthony C. Constantinou
How to model mutually exclusive events based on independent causal pathways in Bayesian network models. Knowl. Based Syst. 113 (2016)
Anthony Costa Constantinou, Norman E. Fenton, William Marsh, Lukasz Radlinski
From complex questionnaire and interviewing data to intelligent Bayesian network models for medical decision support. Artif. Intell. Medicine 67 (2016)
Anthony C. Constantinou, Mark Freestone, William Marsh, Norman E. Fenton, Jeremy Coid
Risk assessment and risk management of violent reoffending among prisoners. Expert Syst. Appl. 42 (21) (2015)
Anthony Costa Constantinou, Mark Freestone, William Marsh, Jeremy Coid
Causal inference for violence risk management and decision support in forensic psychiatry. Decis. Support Syst. 80 (2015)
Barbaros Yet, Zane Perkins, Nigel Tai, William Marsh
Explicit Evidence for Prognostic Bayesian Network Models. MIE (2014)
Barbaros Yet, Zane Perkins, Norman E. Fenton, Nigel Tai, William Marsh
Not just data: A method for improving prediction with knowledge. J. Biomed. Informatics 48 (2014)
Barbaros Yet, Kaveh Bastani, Hendry Raharjo, Svante Lifvergren, William Marsh, Bo Bergman
Decision support system for Warfarin therapy management using Bayesian networks. Decis. Support Syst. 55 (2) (2013)
Barbaros Yet, William Marsh, Zane Perkins, Nigel Tai, Norman E. Fenton
Predicting Latent Variables with Knowledge and Data: A Case Study in Trauma Care. UAI Application Workshops (2013)
Norman E. Fenton, Martin Neil, William Marsh, Peter Stewart Hearty, Lukasz Radlinski, Paul Krause
On the effectiveness of early life cycle defect prediction with Bayesian Nets. Empir. Softw. Eng. 13 (5) (2008)
Norman E. Fenton, Martin Neil, William Marsh, Peter Stewart Hearty, Lukasz Radlinski, Paul Krause
Project Data Incorporating Qualitative Factors for Improved Software Defect Prediction. PROMISE@ICSE (2007)
William Marsh, George Bearfield
Representing Parameterised Fault Trees Using Bayesian Networks. SAFECOMP (2007)
Norman E. Fenton, Martin Neil, William Marsh, Peter Stewart Hearty, David Marquez, Paul Krause, Rajat Mishra
Predicting software defects in varying development lifecycles using Bayesian nets. Inf. Softw. Technol. 49 (1) (2007)
George Bearfield, William Marsh
Generalising Event Trees Using Bayesian Networks with a Case Study of Train Derailment. SAFECOMP (2005)
Norman E. Fenton, William Marsh, Martin Neil, Patrick Cates, Simon Forey, Manesh Tailor
Making Resource Decisions for Software Projects. ICSE (2004)
William Marsh
Harmonisation of defence standards for safety-critical software. Microprocess. Microsystems 21 (1) (1997)