William Marsh

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Norman FentonQueen Mary University of London and Agena LtdVerified email at qmul.ac.uk
Barbaros YetMiddle East Technical UniversityVerified email at metu.edu.tr
Zane PerkinsQueen Mary, University of LondonVerified email at qmul.ac.uk
Anthony C. ConstantinouSenior Lecturer (Associate Prof) at Queen Mary University of LondonVerified email at qmul.ac.uk
Mark FreestoneProfessor of Mental Health, Centre for Psychiatry, Wolfson Institute of Population Health, QMULVerified email at qmul.ac.uk
Martin NeilProfessor of Computer Science and Statistics, Queen Mary University of London and Founder, Agena LtdVerified email at qmul.ac.uk
Dr Evangelia KYRIMILecturer in AI and Data Science at QMUL, Royal Academy of Engineering Research FellowVerified email at qmul.ac.uk
George BearfieldVisiting Professor of Railway System Safety, University of HuddersfieldVerified email at hud.ac.uk
Paul CurzonProfessor in Computer Science, Queen Mary University of LondonVerified email at eecs.qmul.ac.uk
Min YangProfessor of Medical Statistics, Sichuan UniversityVerified email at scu.edu.cn
Scott McLachlanQueen Mary University of LondonVerified email at mclachlandigital.com
Todd E. RasmussenProfessor of Surgery, Vice Chair of Education, Mayo ClinicVerified email at mayo.edu
Paul KrauseProfessor in Complex Systems, University of SurreyVerified email at surrey.ac.uk
Łukasz RadlińskiWest Pomeranian University of Technology SzczecinVerified email at zut.edu.pl
Mariana Raniere NevesYale School of Public HealthVerified email at yale.edu
Sue SentanceUniversity of CambridgeVerified email at cam.ac.uk
Jane WaiteQueen Mary University LondonVerified email at qmul.ac.uk
Dylan MorrisseyProfessor of Sports and Musculoskeletal PhysiotherapyVerified email at qmul.ac.uk
Karim BrohiProfessor of Trauma Sciences, Queen Mary University of LondonVerified email at qmul.ac.uk
Max MarsdenAcademic Department of Military Surgery and TraumaVerified email at nhs.net

William Marsh

Queen Mary University of London

Verified email at qmul.ac.uk - Homepage

Bayesian networks medical decision support system safety software engineering


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Predicting software defects in varying development lifecycles using Bayesian nets N Fenton, M Neil, W Marsh, P Hearty, D Marquez, P Krause, R Mishra Information and Software Technology 49 (1), 32-43, 2007	291	2007
Making resource decisions for software projects N Fenton, W Marsh, M Neil, P Cates, S Forey, M Tailor Proceedings. 26th International Conference on Software Engineering, 397-406, 2004	201	2004
From complex questionnaire and interviewing data to intelligent Bayesian network models for medical decision support AC Constantinou, N Fenton, W Marsh, L Radlinski Artificial intelligence in medicine 67, 75-93, 2016	182	2016
On the effectiveness of early life cycle defect prediction with Bayesian Nets N Fenton, M Neil, W Marsh, P Hearty, Ł Radliński, P Krause Empirical Software Engineering 13, 499-537, 2008	182	2008
Industrial perspective on static analysis BA Wichmann, AA Canning, DL Clutterbuck, LA Winsborrow, NJ Ward, ... Software Engineering Journal 10 (2), 69, 1995	152	1995
Meta-analysis of prognostic factors for amputation following surgical repair of lower extremity vascular trauma ZB Perkins, B Yet, S Glasgow, E Cole, W Marsh, K Brohi, TE Rasmussen, ... Journal of British Surgery 102 (5), 436-450, 2015	122	2015
Generalising event trees using Bayesian networks with a case study of train derailment G Bearfield, W Marsh International Conference on Computer Safety, Reliability, and Security, 52-66, 2005	120	2005
Not just data: A method for improving prediction with knowledge B Yet, Z Perkins, N Fenton, N Tai, W Marsh Journal of biomedical informatics 48, 28-37, 2014	79	2014
Project data incorporating qualitative factors for improved software defect prediction N Fenton, M Neil, W Marsh, P Hearty, L Radlinski, P Krause Predictor Models in Software Engineering, 2007. PROMISE'07: ICSE Workshops …, 2007	74	2007
The Heimdall framework for supporting characterisation of learning health systems. S McLachlan, HWW Potts, K Dube, D Buchanan, S Lean, T Gallagher, ... J Innov Health Inform, 2018	65	2018
Decision support system for Warfarin therapy management using Bayesian networks B Yet, K Bastani, H Raharjo, S Lifvergren, W Marsh, B Bergman Decision Support Systems 55 (2), 488-498, 2013	64	2013
Combining data and meta-analysis to build Bayesian networks for clinical decision support B Yet, ZB Perkins, TE Rasmussen, NRM Tai, DWR Marsh Journal of biomedical informatics 52, 373-385, 2014	57	2014
Risk assessment and risk management of violent reoffending among prisoners AC Constantinou, M Freestone, W Marsh, N Fenton, J Coid Expert Systems with Applications 42 (21), 7511-7529, 2015	54	2015
Using Bayesian networks to model accident causation in the UK railway industry W Marsh, G Bearfield Probabilistic Safety Assessment and Management: PSAM 7—ESREL’04 June 14–18 …, 2004	51	2004
Medical idioms for clinical Bayesian network development E Kyrimi, MR Neves, S McLachlan, M Neil, W Marsh, N Fenton Journal of biomedical informatics 108, 103495, 2020	48	2020
Formal methods into practice: case studies in the application of the B method JC Bicarregui, DL Clutterbuck, G Finnie, H Haughton, K Lano, H Lesan, ... IEE Proceedings-Software 144 (2), 119-133, 1997	48	1997
Causal inference for violence risk management and decision support in forensic psychiatry AC Constantinou, M Freestone, W Marsh, J Coid Decision Support Systems 80, 42-55, 2015	45	2015
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	40	2021
Predicting the outcome of limb revascularization in patients with lower-extremity arterial trauma: development and external validation of a supervised machine-learning … ZB Perkins, B Yet, A Sharrock, R Rickard, W Marsh, TE Rasmussen, ... Annals of surgery 272 (4), 564-572, 2020	39	2020
How to model mutually exclusive events based on independent causal pathways in Bayesian network models N Fenton, M Neil, D Lagnado, W Marsh, B Yet, A Constantinou Knowledge-Based Systems 113, 39-50, 2016	39	2016

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