• Room 0G.009 - Old Physics

    United Kingdom

20002020

Research output per year

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Research Output

2020
2019

Analysing the Performance of a Real-Time Healthcare 4.0 System using Shared Frailty Time to Event Models

Marshall, A. H. & Novakovic, A., 05 Aug 2019, 2019 IEEE 32nd International Symposium on Computer-Based Medical Systems (CBMS). IEEE , p. 622-627 ( 2019 IEEE 32nd International Symposium on Computer-Based Medical Systems (CBMS)).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
28 Downloads (Pure)

A state-of-the-art review of Network level bridge management systems and proposal of new approach for predictive maintenance

Lydon, D., Lydon, M., Taylor, S., Soundararajan, P. & Marshall, A. H., 05 Sep 2019, Irish Transport Research Network 05/09/2019 → 06/09/2019 Belfast, United Kingdom.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
46 Downloads (Pure)

Cattle movements in Northern Ireland form a robust network: implications for disease management

Brown, E., Marshall, A. H., Mitchell, H. J. & Bryne, A. W., 01 Oct 2019, In : Preventive veterinary medicine. 170, 9 p., 104740.

Research output: Contribution to journalArticle

Open Access
File
2 Citations (Scopus)
4 Downloads (Pure)
2018

A Bayesian network based learning system for modelling faults in large-scale manufacturing

Carbery, C. M., Woods, R. & Marshall, A. H., 30 Apr 2018, Proceedings - 2018 IEEE International Conference on Industrial Technology, ICIT 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-February. p. 1357-1362 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
3 Citations (Scopus)
395 Downloads (Pure)
Open Access

A New Data Analytics Framework Emphasising Pre-processing in Learning AI Models for Complex Manufacturing Systems

Carbery, C. M., Woods, R. & Marshall, A. H., 04 Sep 2018, Intelligent Computing and Internet of Things - First International Conference on Intelligent Manufacturing and Internet of Things and 5th International Conference on Computing for Sustainable Energy and Environment, IMIOT and ICSEE 2018, Proceedings. Yang, Z., Yang, D., Li, K., Fei, M. & Du, D. (eds.). Springer-Verlag, p. 169-179 11 p. (Communications in Computer and Information Science; vol. 924).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
2 Citations (Scopus)
165 Downloads (Pure)
Open Access
File
2 Citations (Scopus)
136 Downloads (Pure)
Open Access
File
22 Downloads (Pure)
2017

Advanced computer technologies and their benefits for Bayesian network learning

Carbery, C., Woods, R., Marshall, A. H. & Amiri, M., 28 Mar 2017, (Accepted).

Research output: Contribution to conferenceAbstract

Open Access
File
4 Citations (Scopus)
383 Downloads (Pure)

Education achievement and type 2 diabetes-what mediates the relationship in older adults? Data from the ESTHER study: a population-based cohort study

Steele, C. J., Schöttker, B., Marshall, A. H., Kouvonen, A., O'Doherty, M. G., Mons, U., Saum, K-U., Boffetta, P., Trichopoulou, A., Brenner, H. & Kee, F., 17 Apr 2017, In : BMJ Open. 7, 4, e013569.

Research output: Contribution to journalArticle

Open Access
File
8 Citations (Scopus)
422 Downloads (Pure)
Open Access
Open Access
File
2 Citations (Scopus)
203 Downloads (Pure)
2016
1 Citation (Scopus)

A Discrete Conditional Phase-Type Model Utilising a Survival Tree for the Identification of Elderly Patient Cohorts and Their Subsequent Prediction of Length of Stay in Hospital

Gordon, A. S., Marshall, A. H. & Zenga, M., 18 Aug 2016, Proceedings - IEEE 29th International Symposium on Computer-Based Medical Systems, CBMS 2016. Institute of Electrical and Electronics Engineers Inc., p. 259-264 6 p. 7545997. (Proceedings - IEEE Symposium on Computer-Based Medical Systems; vol. 2016-August).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Coxian phase-type survival models with a hidden layer.

Mitchell, H., Marshall, A. H. & Zenga, M., Dec 2016.

Research output: Contribution to conferenceAbstract

Dynamic Bayesian networks implemented for the analysis of clinical data

Carbery, C. & Marshall, A. H., 13 Apr 2016, (Accepted).

Research output: Contribution to conferencePoster

Exploring the Coxian phase‐type distribution within a joint model setting

Donnelly, C., McCrink, L. & Marshall, A. H., Aug 2016.

Research output: Contribution to conferencePaper

Open Access
File
19 Citations (Scopus)
432 Downloads (Pure)

Modelling the Time Taken to Experience a Type 2 Diabetes Related Complication Using a Survival Tree in Order to Advise General Practitioners

Steele, C. J., Marshall, A. H., Kouvonen, A., Kee, F. & Sund, R., 18 Aug 2016, IEEE 29th International Symposium on Computer-Based Medical Systems, CBMS 2016: Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 271-272 2 p. (IEEE 29th International Symposium on Computer-Based Medical Systems (CBMS)).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Proposing the deep dynamic Bayesian network as a future computer based medical system

Carbery, C. M., Marshall, A. H. & Woods, R., 18 Aug 2016, Proceedings - IEEE 29th International Symposium on Computer-Based Medical Systems, CBMS 2016. Institute of Electrical and Electronics Engineers Inc., p. 227-228 2 p. 7545991. (IEEE 29th International Symposium on Computer-Based Medical Systems (CBMS)).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
1 Citation (Scopus)
487 Downloads (Pure)

The Coxian phase-type distribution as a contribution to the multilevel model of in-hospital mortality

Zenga, M., Marshall, A. H., Crippa, F. & Mitchell, H., 01 Apr 2016, In : Communications in Statistics: Theory and Methods. 45, 6, p. 1819-1830 12 p.

Research output: Contribution to journalArticle

Open Access
File
343 Downloads (Pure)
2015

Comparison of Approaches to the Joint Analysis of Longitudinal and Survival Renal Data

Donnelly, C., McCrink, L. & Marshall, A. H., May 2015.

Research output: Contribution to conferencePaper

Coxian Phase-type Distributions, Survival Trees and the Gini Index Collaborating together to Provide an in-Depth Knowledge of the Distribution of the Length of University Studies

Kalamatianou, A., Marshall, A. H. & Zenga, M., 2015, (Accepted) Theoretical and Applied Issues in Statistics and Demography. Skiadas, C. H. (ed.). ISAST

Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)

Discrete Conditional Phase-type Model Utilising a Multiclass Support Vector Machine for the Prediction of Retinopathy of Prematurity

Rollins, R., Marshall, A. H., McLoone, E. & Chamney, S., Jun 2015, Computer-Based Medical Systems (CBMS), 2015 IEEE 28th International Symposium on. Institute of Electrical and Electronics Engineers (IEEE), p. 250-255 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Renal Failure Monitoring: A Comparison of Stochastic and Non-Stochastic Modelling

Halliday, S., McCrink, L. & Marshall, A. H., May 2015.

Research output: Contribution to conferencePaper

Robust Joint Modelling: Questioning the Distributional Assumptions

McCrink, L., Marshall, A. H., Cairns, K. & Fogarty, D., May 2015.

Research output: Contribution to conferencePaper

The Coxian Phase-type distribution with a Hidden Node

Mitchell, H., Marshall, A. H. & Zenga, M., 2015, New Trends in Stochastic Modeling & Data Analysis. International Society for the Advancement of Science and Technology, p. 77-90

Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)

Treatment of retinopathy of prematurity in Northern Ireland, 2000-2011: a population-based study

Chamney, S., McGrory, L., McCall, E., Twaj, S., Napier, M., Rollins, R., Marshall, A. H., Craig, S. & McLoone, E., Jun 2015, In : Journal of the American Association for Pediatric Ophthalmology and Strabismus. 19, 3, p. 223-227 5 p.

Research output: Contribution to journalArticle

6 Citations (Scopus)

Using Simulation To Assess Cardiac First-Responder Schemes Exhibiting Stochastic And Spatial Complexities

Cairns, K. J., Marshall, A. H. & Kee, F., Nov 2015, Operational Research for Emergency Planning in Healthcare. Mustafee, N. (ed.). Palgrave Macmillan, Vol. 2. p. 48 68 p. 4. (OR Essentials).

Research output: Chapter in Book/Report/Conference proceedingChapter

Using the hidden Markov model to capture quality of care in Lombardy geriatric wards

Mitchell, H., Marshall, A. H. & Zenga, M., Dec 2015, In : Operations Research for Health Care. 7, p. 103-110 8 p.

Research output: Contribution to journalArticle

3 Citations (Scopus)
2014

Accounting for Longitudinal Outliers: The use of Robust Joint Modelling

McCrink, L., Marshall, A. H., Cairns, K. & Fogarty, D., Jun 2014.

Research output: Contribution to conferencePaper

Computational learning of the conditional phase-type (C-Ph) distribution: Learning C-Ph distributions

Marshall, A. H. & Shaw, B., Jan 2014, In : Computational Management Science. 11, 1, p. 139-155 17 p.

Research output: Contribution to journalArticle

4 Citations (Scopus)

Hospitalization in Geriatric Wards: Considerations on the Evaluation of the Outcome

Crippa, F., Marshall, A. H., Merchich, G. & Zenga, M., 25 Dec 2014, In : Procedia Economics and Finance. 17, p. 248-255 8 p.

Research output: Contribution to journalArticle

Open Access
File
301 Downloads (Pure)

Investigating the impact of longitudinal outliers: The use of robust joint models

McCrink, L., Marshall, A. H., Cairns, K. & Fogarty, D., 2014.

Research output: Contribution to conferencePaper

Open Access

Modelling the Length of Stay of Geriatric Patients in the Emilia Romagna Hospitals Using Coxian Phase-type Distributions with Covariates

Marshall, A. H., Mitchell, H. & Zenga, M., 12 Nov 2014, Advances in Latent Variables: Methods, Models and Applications. Carpita, M., Brentari, E. & Qannari, E. M. (eds.). Springer, p. 127-139 13 p. (Studies in Theoretical and Applied Statistics: Selected Papers of the Statistical Societies).

Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)

3 Citations (Scopus)

Pattern Recognition Approach for Road Collision Hotspots Analysis: Case Study of Northern Ireland

Coll, B., Moutari, S. & Marshall, A. H., 2014, Proceedings of the ITRN2014. 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Robust Joint Modelling: Accounting for Longitudinal Outliers in Renal Research

McCrink, L., Marshall, A. H., Cairns, K. & Fogarty, D., Apr 2014.

Research output: Contribution to conferencePaper

Robust Joint Modelling: The use of t-distributional assumptions

McCrink, L., Marshall, A. H., Cairns, K. & Fogarty, D., May 2014.

Research output: Contribution to conferencePaper