Dr William Marsh
Senior Lecturer
UG Exam Board Chair
School of Electronic Engineering and Computer Science
Queen Mary University of London
Queen Mary University of London
Research
Decision support, Probabilistic reasoning, Risk assessment, Knowledge modelling, AI, ML
Interests
My research aims are to develop better ways to build useful risk and decision-making techniques, using a combination of data and knowledge (or expertise). I mainly work with Bayesian networks and I prefer to work with 'end users' who are making decisions.Publications
Publications of specific relevance to the Centre for Multimodal AI2025
Kyrimi E, Mossadegh S, Wohlgemut JM, Stoner RS, Tai NRM and Marsh W (2025). Counterfactual reasoning using causal Bayesian networks as a healthcare governance tool. International Journal of Medical Informatics vol. 193, 105681-105681. 01-01-2025
2024
Alptekin C, Wohlgemut JM, Perkins ZB, Marsh W, Tai NRM and Yet B (2024). Presenting predictions and performance of probabilistic models for clinical decision support in trauma care. International Journal of Medical Informatics, Elsevier vol. 194 14-11-2024
Wohlgemut JM, Pisirir E, Stoner RS, Perkins ZB, Marsh W, Tai NRM and Kyrimi E (2024). A scoping review, novel taxonomy and catalogue of implementation frameworks for clinical decision support systems. BMC Medical Informatics and Decision Making, Springer Nature vol. 24 (1) 01-11-2024
Şakar CT, Keith‐Jopp C, Yet B, Joyner C, Hill A, Roberts J, Marsh W and Morrissey D (2024). A Multi‐Criteria Decision Support Tool for Shared Decision Making in Clinical Consultation. Journal of Multi-Criteria Decision Analysis, Wiley vol. 31 (5-6) 01-09-2024
Hill A, Morrissey D and Marsh W (2024). What characteristics of clinical decision support system implementations lead to adoption for regular use? A scoping review. BMJ Health & Care Informatics, BMJ vol. 31 (1) 01-08-2024
Lowe C, Sephton R, Marsh W and Morrissey D (2024). Evaluation of a Musculoskeletal Digital Assessment Routing Tool (DART): Crossover Noninferiority Randomized Pilot Trial. JMIR Formative Research, JMIR Publications vol. 8 30-07-2024
Wohlgemut JM, Pisirir E, Stoner RS, Kyrimi E, Yet B, Marsh W, Perkins ZB and Tai NRM (2024). Bayesian networks may allow better performance and usability than logistic regression. Critical Care, Springer Nature vol. 28 (1) 11-07-2024
Lowe C, Browne M, Marsh W and Morrissey D (2024). CSP2023: 28 Digital Health Technology - Narrowing or Widening the Digital Divide? Learning From Validation of a Musculoskeletal Digital Assessment Tool (DART). Physiotherapy, Elsevier vol. 123, e86-e87. 01-06-2024
Wohlgemut JM, Pisirir E, Stoner RS, Kyrimi E, Christian M, Hurst T, Marsh W, Perkins ZB and Tai NRM (2024). Identification of major hemorrhage in trauma patients in the prehospital setting: diagnostic accuracy and impact on outcome. Trauma Surgery & Acute Care Open, BMJ vol. 9 (1) 01-01-2024
2023
Kyrimi E, Stoner RS, Perkins ZB, Pisirir E, Wohlgemut JM, Marsh W and Tai NRM (2023). Updating and recalibrating causal probabilistic models on a new target population. Journal of Biomedical Informatics, Elsevier vol. 149 09-12-2023
MacBrayne A, Curzon P, Soyel H, Marsh W, Fenton N, Pitzalis C and Humby F (2023). Attitudes to technology supported rheumatoid arthritis care: investigating patient and clinician perceived opportunities and barriers. Rheumatology Advances in Practice, Oxford University Press (OUP) 26-10-2023
Hill A, Joyner CH, Keith-Jopp C, Yet B, Sakar CT, Marsh W and Morrissey D (2023). Assessing Serious Spinal Pathology Using Bayesian Network Decision Support: Development and Validation Study. JMIR Formative Research, JMIR Publications vol. 7 03-10-2023
Tandle S, Wohlgemut JM, Marsden MER, Pisirir E, Kyrimi E, Stoner RS, Marsh W, Perkins ZB and Tai NRM (2023). Enhancing the clinical relevance of haemorrhage prediction models in trauma. Military Medical Research, Springer Nature vol. 10 (1) 20-09-2023
Wohlgemut J, McMullen H, Marsden M, Marsh W, Perkins Z and Tai N (2023). FTP1.7 Critical decision analysis of pre-hospital major haemorrhage protocol activation. British Journal of Surgery, Oxford University Press (OUP) vol. 110 (Supplement_6) 21-08-2023
Wohlgemut JM, Pisirir E, Kyrimi E, Stoner RS, Marsh W, Perkins ZB and Tai NRM (2023). Methods used to evaluate usability of mobile clinical decision support systems for healthcare emergencies: a systematic review and qualitative synthesis. JAMIA Open, Oxford University Press (OUP) vol. 6 (3) 04-07-2023
Pisirir E, Wohlgemut JM, Kyrimi E, Stoner RS, Perkins ZB, Tai NRM and Marsh DWR (2023). A Process for Evaluating Explanations for Transparent and Trustworthy AI Prediction Models. 2023 IEEE 11th International Conference on Healthcare Informatics (ICHI). 29-06-2023
Curzon P, Macbrayne A, Humby F, Marsh D, Soyel H, Fenton N and Pitzalis C (2023). Attitudes to Technology supported Rheumatoid Arthritis care Questionnaire study: Barriers to People with RA & their clinicians using Technology in the care pathway. British Society for Rheumatology Annual COnference 2023 Manchester Central 24 Mar 2023 - 26 Apr 2023. 24-04-2023
Curzon P, Macbrayne A, Soyel H, Marsh D, Fenton N, Pitzalis C and Humby F (2023). Attitudes to Technology supported Rheumatoid Arthritis care, questionnaire study: Opportunities for technology to improve RA care. British Society for Rheumatology Annual Conference, 2023 Manchester Central 24 Apr 2023 - 26 Apr 2023. 24-04-2023
Curzon P, Macbrayne A, Soyel H, Marsh D, Fenton N, Pitzalis C and Humby F (2023). Attitudes to Technology supported Rheumatoid Arthritis care: Opportunities & Barriers for technology in RA -Key themes from Qualitative arm of Mixed-Methods Study. British SOciety for Rheumatology Annual COnference, 2023 Manchester Central 24 Apr 2023 - 26 Apr 2023. 24-04-2023
Wohlgemut JM, Marsden MER, Stoner RS, Pisirir E, Kyrimi E, Grier G, Christian M, Hurst T, Marsh W, Tai NRM and Perkins ZB (2023). Diagnostic accuracy of clinical examination to identify life- and limb-threatening injuries in trauma patients. Scandinavian Journal of Trauma, Resuscitation and Emergency Medicine, Springer Nature vol. 31 (1) 07-04-2023
2022
Yücetürk H, Gülle H, Şakar CT, Joyner C, Marsh W, Ünal E, Morrissey D and Yet B (2022). Reducing the question burden of patient reported outcome measures using Bayesian networks. Journal of Biomedical Informatics, Elsevier vol. 135 17-10-2022
Marsden M, Perkins Z, Marsh W, Christian M, Lyon R, Davenport R and Tai N (2022). 3* Evaluation of an Artificial Intelligence (AI) system to augment clinical risk prediction of Trauma Induced Coagulopathy in the pre-hospital setting: a prospective observational study. BMJ Military Health, BMJ vol. 168 (5), e1.3-e1e1. 26-09-2022
Lowe C, Browne M, Marsh W and Morrissey D (2022). Usability Testing of a Digital Assessment Routing Tool for Musculoskeletal Disorders: Iterative, Convergent Mixed Methods Study. Journal of Medical Internet Research, JMIR Publications vol. 24 (8) 30-08-2022
Ronaldson A, Freestone M, Zhang H, Marsh W and Bhui K (2022). Authors' Response to Peer Reviews of “Using Structural Equation Modelling in Routine Clinical Data on Diabetes and Depression: Observational Cohort Study”. JMIRx Med, JMIR Publications vol. 3 (2) 27-04-2022
Wohlgemut JM, Kyrimi E, Stoner RS, Pisirir E, Marsh W, Perkins ZB and Tai NRM (2022). The outcome of a prediction algorithm should be a true patient state rather than an available surrogate. Journal of Vascular Surgery, Elsevier vol. 75 (4), 1495-1496. 01-04-2022
Marsden M, Perkins Z, Marsh W, Christian M, Lyon R, Davenport R and Tai N (2022). 92 Evaluation of an Artificial Intelligence (AI) System to Augment Clinical Risk Prediction of Trauma Induced Coagulopathy: A Prospective Observational Study. British Journal of Surgery, Oxford University Press (OUP) vol. 109 (Supplement_1) 28-02-2022
Gulle H, Yuceturk H, Sakar C, Joyner C, Marsh W, Unal E, Morrissey D and Yet B (2022). Can Bayesian statistical approaches reduce the questionnaire burden for respondents when PROMs and PREMs are administered electronically? Physiotherapy, Elsevier vol. 114, e80-e81. 01-02-2022
Lowe C, Browne M, Marsh W and Morrissey D (2022). 48 Usability testing of a musculoskeletal digital assessment routing tool: an iterative convergent mixed methods study. Abstracts. 20-01-2022
Hill A, Joyner C, Yet B, Keith-Jopp C, Sakar CT, Marsh W and Morrissey D (2022). 29 Managing serious pathology in low back pain: development and validation of a bayesian network decision support tool. Abstracts. 20-01-2022
MacBrayne A, Marsh W and Humby F (2022). Review: Remote disease monitoring in rheumatoid arthritis. Indian Journal of Rheumatology, SAGE Publications vol. 17 (7) 01-01-2022
2021
Lowe C, Sing HH, Marsh W and Morrissey D (2021). Validation of a Musculoskeletal Digital Assessment Routing Tool: Protocol for a Pilot Randomized Crossover Noninferiority Trial. JMIR Research Protocols, JMIR Publications vol. 10 (12) 13-12-2021
Hill A, Keith-Jopp C, Joyner C, Marsh W and Morrissey D (2021). Developing BENDi: A BayEsian Network DecIsion support tool for managing low back pain. Physiotherapy vol. 113, e83-e83. 01-12-2021
Daley BJ, Ni’Man M, Neves MR, Huda MSB, Marsh W, Fenton NE, Hitman GA and McLachlan S (2021). mHealth apps for gestational diabetes mellitus that provide clinical decision support or artificial intelligence: A scoping review. Diabetic Medicine, Wiley vol. 39 (1) 16-11-2021
Neves MR, Daley BJ, Hitman GA, Huda MSB, McLachlan S, Finer S and Marsh W (2021). Causal Dynamic Bayesian Networks for the Management of Glucose Control in Gestational Diabetes. 2021 IEEE 9th International Conference on Healthcare Informatics (ICHI). 12-08-2021
Lowe C, Sing HH, Browne M, Alwashmi MF, Marsh W and Morrissey D (2021). Usability Testing of a Digital Assessment Routing Tool: Protocol for an Iterative Convergent Mixed Methods Study. JMIR Research Protocols, JMIR Publications vol. 10 (5) 18-05-2021
Kyrimi E, Dube K, Fenton N, Fahmi A, Neves MR, Marsh W and McLachlan S (2021). Bayesian networks in healthcare: What is preventing their adoption? Artificial Intelligence in Medicine, Elsevier vol. 116 22-04-2021
Hill A, Joyner CH, Keith-Jopp C, Yet B, Sakar CT, Marsh W and Morrissey D (2021). A Bayesian Network Decision Support Tool for Low Back Pain Using a RAND Appropriateness Procedure: Proposal and Internal Pilot Study. JMIR Research Protocols, JMIR Publications vol. 10 (1) 15-01-2021
2020
Fahmi A, MacBrayne A, Kyrimi E, McLachlan S, Humby F, Marsh W and Pitzalis C (2020). Causal Bayesian Networks for Medical Diagnosis: A Case Study in Rheumatoid Arthritis. 2020 IEEE International Conference on Healthcare Informatics (ICHI). 03-12-2020
Fahmi A, Soyel H, Marsh DWR, Curzon P, Macbrayne A and Humby F (2020). From Personalised Predictions to Targeted Advice: Improving Self-Management in Rheumatoid Arthritis. Integrated Citizen Centered Digital Health and Social Care 26 Nov 2020 - 27 Nov 2020. 25-11-2020
Fahmi A, Soyel H, Marsh W, Curzon P, MacBrayne A and Humby F (2020). From personalised predictions to targeted advice: Improving self-management in rheumatoid arthritis. Studies in Health Technology and Informatics vol. 275, 62-66. 23-11-2020
Zhang H and Marsh DWR (2020). Managing Infrastructure Asset: Bayesian Networks for Inspection and Maintenance Decisions Reasoning and Planning. Reliability Engineering and System Safety, Elsevier vol. 207, 107328-107328. 21-11-2020
Ronaldson A, Freestone MC, Zhang H, Marsh W and Bhui K (2020). Using structural equation modelling in routine clinical data: Depression, diabetes, and use of Accident & Emergency (Preprint). JMIR Medical Informatics 07-11-2020
Zhang H and Marsh DWR (2020). Multi-state deterioration prediction for infrastructure asset: Learning from uncertain data, knowledge and similar groups. Information Sciences, Elsevier vol. 529, 197-213. 01-08-2020
Perkins ZB, Yet B, Sharrock A, Rickard R, Marsh W, Rasmussen TE and Tai NRM (2020). Predicting the Outcome of Limb Revascularization in Patients With Lower-extremity Arterial Trauma: Development and External Validation of a Supervised Machine-learning Algorithm to Support Surgical Decisions. Annals of Surgery, Wolters Kluwer vol. 272 (4), 564-572. 09-07-2020
Kyrimi E, Raniere Neves M, Mclachlan S, Neil M, Marsh W and Fenton N (2020). Medical idioms for clinical Bayesian network development. Journal of Biomedical Informatics, Elsevier 30-06-2020
Wilk M, Marsh DW, de Freitas S and Prowle J (2020). Predicting length of stay in hospital using electronic records available at the time of admission. Studies in Health Technology and Informatics vol. 270, 377-381. 16-06-2020
Waite J, Curzon P, Marsh W and Sentance S (2020). Difficulties with design: The challenges of teaching design in K-5 programming. Computers & Education, Elsevier BV, 103838-103838. 12-02-2020
Kyrimi E, Mossadegh S, Tai N and Marsh W (2020). An incremental explanation of inference in Bayesian networks for increasing model trustworthiness and supporting clinical decision making. Artificial Intelligence in Medicine, Elsevier vol. 103 31-01-2020
Perkins ZB, Yet B, Marsden M, Glasgow S, Marsh W, Davenport R, Brohi K and Tai NRM (2020). Early Identification of Trauma-induced Coagulopathy. Annals of Surgery, Wolters Kluwer vol. 274 (6), e1119-e1128. 14-01-2020
2019
2018
Waite JL, CURZON P, MARSH DW and Sentance S (2018). Comparing K-5 teachers’ reported use of design in teaching
programming and planning in teaching writing., Editors: Muhling A, Cutts Q and Schwill A. WiPSCE 2018 (13th Workshop in Primary and Secondary Computing Education) Potsdam, Germany 4 Oct 2018 - 6 Oct 2018. 04-10-2018
Zhang H and Marsh DWR (2018). Generic Bayesian network models for making maintenance decisions from available data and expert knowledge. Proceedings of the Institution of Mechanical Engineers Part O Journal of Risk and Reliability, SAGE Publications vol. 232 (5), 505-523. 01-10-2018
Marsden MER, Mossadegh S, Marsh W and Tai N (2018). Development of a major incident triage tool: the importance of evidence from implementation studies. BMJ Military Health, BMJ vol. 166 (3), 204-204. 26-09-2018
Perkins ZB, Yet B, Glasgow S, Marsh DWR, Tai NRM and Rasmussen TE (2018). Long-term, patient-centered outcomes of lower-extremity vascular trauma. Journal of Trauma and Acute Care Surgery, Wolters Kluwer vol. 85 (1S), s104-s111. 01-07-2018
ZHANG H and MARSH DWR (2018). Towards A Model-Based Asset Deterioration Framework Represented by Probabilistic Relational Models. European Safety and Reliability Conference ESREL 2018 Trondheim, Norway 17 Jun 2018 - 21 Jun 2018. 17-06-2018
MCLACHLAN S, Potts HWW, Dube K, Buchanan D, Lean S, Gallagher T, Johnson O, DALEY B, Marsh W and FENTON N (2018). The Heimdall framework for supporting characterisation of learning health systems. BCS Journal of Innovation in Health Informatics vol. 25 (2) 15-06-2018
Waite JL, CURZON P, MARSH D, Sentance S and Hawden-Bennett A (2018). Abstraction in action: K-5 teachers' uses of levels of abstraction,
particularly the design level, in teaching programming., Editors: Kalelioglu F and Allsop Y. International Journal Of Computer Science Education In Schools vol. 2 (1), 14-40. 31-01-2018
Yet B, Marsh W and Morrissey D (2018). Towards an Evidence-Based Decision Support Tool for Management of Musculoskeletal Conditions. 01-01-2018
McLachlan S, Dube K, Buchanan D, Lean S, Johnson O, Potts H, Gallagher T, Marsh W and Fenton N (2018). Learning Health Systems: The research community awareness challenge. BMJ Health & Care Informatics, BMJ vol. 25 (1) 01-01-2018
2017
Waite JL, curzon P, marsh D and Sentance S (2017). K-5 Teachers' Uses of Levels of Abstraction Focusing on Design. 09-11-2017
Zhang H and Marsh DWR (2017). Bayesian network models for making maintenance decisions from data and expert judgment. 01-01-2017
Perkins ZB, Yet B, Glasgow S, Marsh W, Rasmussen TE and Tai NRM (2017). Predicting limb viability following lower extremity vascular trauma. 01-01-2017
2016
Coid JW, Ullrich S, Kallis C, Freestone M, Gonzalez R, Bui L, Igoumenou A, Constantinou A, Fenton N, Marsh W, Yang M, DeStavola B, Hu J, Shaw J, Doyle M, Archer-Power L, Davoren M, Osumili B, McCrone P, Barrett K, et al. (2016). Improving risk management for violence in mental health services: a multimethods approach. Programme Grants for Applied Research vol. 4 (16), 1-408. 01-11-2016
Waite JL, Curzon P, marsh D and Sentance S (2016). Abstraction and Common Classroom Activities. WiPSCE 2016 11th Workshop in Primary and Secondary Computing Education Munster, Germany 13 Oct 2016 - 15 Oct 2016. 13-10-2016
Fenton N, Neil M, Lagnado D, William M, Yet B and CONSTANTINOU AC (2016). How to model mutually exclusive events based on independent causal pathways in Bayesian network models. Knowledge-Based Systems 17-09-2016
MARSH DWR and Kyrimi E (2016). A Progressive Explanation of Inference in ‘Hybrid’ Bayesian Networks for Supporting Clinical Decision Making. Conference on Probabilistic Graphical Models Lugano, Switzerland 6 Sep 2016 - 9 Sep 2016. 09-09-2016
Mossadegh S, Yet B, Perkins Z, Marsh W and Tai N (2016). Predictive Accuracy of a Civilian Bayesian Network Trauma Tool in a Military Cohort and Applicability to Trauma Performance Improvement. BRITISH JOURNAL OF SURGERY vol. 103, 96-96. 01-08-2016
Mossadegh S, Kyrimi E, Marsh W and Tai N (2016). Implementation science: a Bayesian prediction tool for acute traumatic coagulopathy. Society of Academic and Research Surgery Annual Meeting. 12-04-2016
Yet B, Perkins ZB, Tai NRM and Marsh DWR (2016). Clinical evidence framework for Bayesian networks. Knowledge and Information Systems vol. 50 (1), 117-143. 22-03-2016
Constantinou AC, Fenton N, Marsh W and Radlinski L (2016). From complex questionnaire and interviewing data to intelligent Bayesian network models for medical decision support. Artificial Intelligence in Medicine, Elsevier vol. 67, 75-93. 16-01-2016
Marsh W, Nur K, Yet B and Majumdar A (2016). Using operational data for decision making: a feasibility study in rail maintenance. Safety and Reliability, Taylor & Francis vol. 36 (1), 35-47. 02-01-2016
2015
Ahmed N, Shamsujjoha , Ali NY and Marsh W (2015). An Efficient REDCap Based Data Collection Platform for the Primary Immune Thrombocytopenia and its Analysis Over the Conventional Approaches. 2015 18th International Conference on Computer and Information Technology (ICCIT). 01-12-2015
CONSTANTINOU AC, Freestone M, Marsh W and Coid J (2015). Causal inference for violence risk management and decision support in forensic psychiatry. Decision Support Systems vol. 80, 42-55. 08-10-2015
Constantinou AC, Yet B, Fenton N, Neil M and Marsh W (2015). Value of information analysis for interventional and counterfactual Bayesian networks in forensic medical sciences. Artificial Intelligence in Medicine, Elsevier vol. 66, 41-52. 08-09-2015
Constantinou AC, Freestone M, Marsh W, Fenton NE and Coid J (2015). Risk assessment and risk management of violent re-offending among prisoners. Expert Systems with Applications vol. 42 (21) 28-05-2015
Perkins ZB, Yet B, Glasgow S, Cole E, Marsh W, Brohi K, Rasmussen TE and Tai NRM (2015). Meta-analysis of prognostic factors for amputation following surgical repair of lower extremity vascular trauma. British Journal of Surgery vol. 102 (5), 436-450. 01-04-2015
Perkins ZB, Yet B, Glasgow S, Cole E, Marsh W, Brohi K, Rasmussen TE and Tai NRM (2015). Meta-analysis of prognostic factors for amputation following surgical repair of lower extremity vascular trauma. British Journal of Surgery, Oxford University Press (OUP) vol. 102 (5), 436-450. 23-02-2015
2014
Yet B, Perkins ZB, Rasmussen TE, Tai NRM and Marsh DWR (2014). Combining data and meta-analysis to build Bayesian networks for clinical decision support. J Biomed Inform vol. 52, 373-385. 09-08-2014
Yet B, Perkins Z, Fenton N, Tai N and Marsh W (2014). Not just data: a method for improving prediction with knowledge. J Biomed Inform vol. 48, 28-37. 01-04-2014
Yet B, Perkins Z, Fenton N, Tai N and Marsh W (2014). Not just data: A method for improving prediction with knowledge. Journal of Biomedical Informatics vol. 48, 28-37. 01-01-2014
Yet B and Marsh DWR (2014). Compatible and incompatible abstractions in Bayesian networks. Knowledge-Based Systems vol. 62, 84-97. 01-01-2014
Perkins ZB, Yet B, Glasgow S, Marsh W, Brohi K, Rasmussen TE and Tai NR (2014). Prognostic Factors for Amputation Following Surgical Repair of Lower Extremity Vascular Trauma: A Systematic Review and Meta-Analysis of Observational Studies. 01-01-2014
Yet B, Perkins Z, Tai N and Marsh W (2014). Explicit evidence for prognostic Bayesian network models. Stud Health Technol Inform vol. 205, 53-57. 01-01-2014
2013
MARSH DWR, Yet B, Bastani K, Raharjo H, Lifvergren S and Bergman B (2013). Decision Support System for Warfarin Therapy Management Using Bayesian Networks. Decision Support Systems, Elsevier vol. 55 (2), 488-498. 01-01-2013
Bearfield G, Holloway A and Marsh W (2013). Change and safety: decision-making from data. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART F-JOURNAL OF RAIL AND RAPID TRANSIT vol. 227 (6), 704-714. 01-01-2013
Perkins Z, Yet B, Glasgow S, Brohi K, Marsh W and Tai NRM (2013). EARLY PREDICTION OF TRAUMATIC COAGULOPATHY USING ADMISSION CLINICAL VARIABLES. 01-01-2013
2011
Sivell S, Marsh W, Edwards A, Manstead ASR, Clements A, Elwyn G and group OBOTB (2011). Theory-based design and field-testing of an intervention to support women choosing surgery for breast cancer: BresDex. Patient Education and Counseling, Elsevier vol. 86 (2), 179-188. 14-05-2011
2010
Bearfield G and Marsh W (2010). Causal Modelling of Lower Consequence Rail Safety Incidents., Editors: Ale B, Papazuglo I and Zio E. European Safety and Reliability Conference 2010 (ESREL 2010) Rhodes, Greece 5 Sep 2010 - 9 Sep 2010. 25-08-2010
2009
Marsh DWR and Bearfield GJ (2009). Why Risk Models should be Parameterised. MASR-2009 Modeling and Analysis of Safety and Risk in Complex Systems Saint-Petersburg, Russia 7 Jul 2009 - 11 Jul 2009. 01-01-2009
2008
Fenton N, Neil M, Marsh W, Hearty P, Radlinski L and Krause P (2008). On the effectiveness of early life cycle defect prediction with Bayesian Nets. EMPIRICAL SOFTWARE ENGINEERING vol. 13 (5), 499-537. 01-10-2008
Marsh DWR and Bearfield G (2008). Generalizing event trees using Bayesian networks. Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability vol. 222 (2), 105-114. 01-06-2008
Marsh DWR and Bearfield G (2008). Generalizing event trees using Bayesian networks. Proc. IMechE, PartO: J. Risk and Reliability vol. 222, 105-114-105-114. 01-01-2008
2007
Fenton N, Neil M, Marsh W, Hearty P, Marquez D, Krause P and Mishra R (2007). Predicting software defects in varying development lifecycles using Bayesian nets. INFORM SOFTWARE TECH vol. 49 (1), 32-43. 01-01-2007
Marsh W and Bearfield G (2007). Representing parameterised fault trees using Bayesian networks., Editors: Saglietti F and Oster N. 01-01-2007
Dray P, Bearfield GJ and Marsh DWR (2007). Constructing Scalable and Parameterised System Wide Risk Models. 01-01-2007
Fenton NE, Neil M, Marsh W, Hearty P, Radlinski L and Krause P (2007). Project Data Incorporating Qualitative Factors for Improved Software Defect Prediction. ICSE PROMISE (Predictive Models in Software Engineering) 07 Minneapolis, USA 1 Jan 1970. 01-01-2007
Marsh DWR and Bearfield GJ (2007). Merging event trees using Bayesian networks., Editors: Aven T and Vinnem JE. 01-01-2007
2006
Neil M, Fenton N and MARSH DWR (2006). A Software Metrics Challenge: Data for Project Prediction. 29th International Conference on Software Engineering (ICSE 2007), Minneapolis, USA. 01-12-2006
Neil M, FENTON NE, Marsh W, Mishra R and Krause P (2006). Predicting Software Defects in Varying Development Lifecycles using Bayesian Nets. ICSE (International Conference on Software Engineering) 2006, May 20-28, 2006, Shanghai, China. 01-01-2006
2005
Bearfield G and Marsh W (2005). Generalising event trees using Bayesian networks with a case study of train derailment., Editors: Winther R, Gran BA and Dahll G. 01-01-2005
2004
Fenton N, Marsh W, Neil M, Cates P, Forey S and Tailor M (2004). Making resource decisions for software projects. 01-01-2004
Marsh W and Bearfield G (2004). Using Bayesian networks to model accident causation in the UK railway industry., Editors: Spitzer C, Schmocker U and Dang VN. 01-01-2004
1997
Marsh W (1997). Harmonisation of defence standards for safety-critical software. Microprocessors and Microsystems, Elsevier vol. 21 (1), 41-47. 01-07-1997
1995
WICHMANN B, CANNING A, CLUTTERBUCK D, WINSBORROW L, WARD N and MARSH D (1995). Industrial Perspective on Static Analysis. Software Engineering Journal, IEE-INST ELEC ENG vol. 10 (2), 69-75. 01-01-1995
1992
CARRE B, GARNSWORTHY J and MARSH W (1992). SPARK - A SAFETY - RELATED ADA SUBSET., Editors: Taylor WJ. 01-01-1992
Grants
Grants of specific relevance to the Centre for Multimodal AIClinical evaluation of an AI risk prediction and decision support system for early management of injured patientsKarim Brohi and William Marsh
£765,888 DEPARTMENT OF THE ARMY (of the United States) (01-01-2025 - 30-06-2027)
Deploying Explainable AI to Reduce Time to Treatment in TraumaKarim Brohi, Zane Perkins and William Marsh
£94,806 Rosetrees Trust (01-10-2022 - 31-12-2025)
Public Engagement Champion via cs4fnPaul Curzon and William Marsh
£162,606 EPSRC Engineering and Physical Sciences Research Council (01-06-2022 - 31-05-2025)
Bayesian Network Decision Support in managing low back pain: Development, exploration & feasibilityAdele Hill, Dylan Morrissey and William Marsh
£181,515 Barts and the London Charity (01-09-2021 - 31-08-2025)
Exploitation of Bayesian Networks for Clinical Decision Support on the BattlefieldKarim Brohi and William Marsh
£1,000,338 DEPARTMENT OF THE ARMY (of the United States) (15-09-2019 - 14-03-2024)
Knowledge Discovery from Health Use DataWilliam Marsh, Martin Neil and John Robson
£171,569 Alan Turing Institute, The (01-04-2019 - 31-12-2020)
Teaching London Computing CPD for Digital EducatorsPaul Curzon and William Marsh
£155,400 Educational Development Trust (01-01-2019 - 30-06-2021)
Interdisciplinary Research Links for Medical AI: Management of Musculo-Skeletal InjuryWilliam Marsh
£140,519 British Council (12-02-2018 - 14-02-2020)
PAMBAYESIAN_FULLNorman Fenton, William Marsh, Martin Neil, Paul Curzon, Akram Alomainy, Dylan Morrissey, Graham Hitman, Anita Patel, Frances Humby, David Collier and Victoria Tzortziou Brown
£1,531,821 EPSRC Engineering and Physical Sciences Research Council (01-07-2017 - 30-06-2021)