A Grid implementation for profiling hospitals based on patient readmissions

Demir, E., Chaussalet, T.J., Weingarten, N. and Kiss, T. 2009. A Grid implementation for profiling hospitals based on patient readmissions. in: McClean, S.I., Millard, P.H., El-Darzi, E. and Nugent, C. (ed.) Intelligent patient management Springer.

Chapter titleA Grid implementation for profiling hospitals based on patient readmissions
AuthorsDemir, E., Chaussalet, T.J., Weingarten, N. and Kiss, T.
EditorsMcClean, S.I., Millard, P.H., El-Darzi, E. and Nugent, C.
Abstract

Generally, high level of readmission is associated with poor patient care, hence its relation to the quality of care is plausible. Frequent patient readmissions have personal, financial and organisational consequences. This has motivated healthcare commissioners in England to use emergency readmission as an indicator in the performance rating framework. A statistical model, known as the multilevel transition model was previously developed, where individual hospitals propensity for first readmission, second readmission, third (and so on) were considered to be measures of performance. Using these measures, we defined a new performance index. During the period 1997 and 2004, the national (England) hospital episodes statistics dataset comprise more than 5 million patient readmissions. Implementing a statistical model using the complete population dataset could possibly take weeks to estimate the parameters. Moreover, it is not statistically sound to utilise the full population dataset. To resolve the problem, we extract 1000 random samples from the original data, where each random sample is likely to lead to differing hospital performance measures. For computational efficiency a Grid implementation of the model is developed. Using a stand-alone computer, it would take approximately 500 hours to estimate 1000 samples, whereas in the Grid implementation, the full 1000 samples were analysed in less than 24 hours. Analysing the output from the full 1000 sample, we noticed that 4 out of the 5 worst performing hospitals treating cancer patients were in London.

Book titleIntelligent patient management
Year2009
PublisherSpringer
Publication dates
Published2009
SeriesStudies in Computational Intelligence
ISBN9783642001789
Digital Object Identifier (DOI)doi:10.1007/978-3-642-00179-6_8
Journal citation(189), pp. 127-146

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Virtue, A., Chaussalet, T.J. and Kelly, J. 2011. Using simplified discrete-event simulation models for real world health care applications. in: Jain, S., Creasey, R.R., Himmelspach, J., White, K.P. and Fu, M. (ed.) Proceedings of the 2011 Winter Simulation Conference WSC.

Distributed computing and modelling and simulation: speeding up simulations and creating large models
Taylor, S.J.E., Ghrobani, M., Mustafee, N., Turner, S.J., Kiss, T., Farkas, D., Strasberger, S. and Kite, S. 2011. Distributed computing and modelling and simulation: speeding up simulations and creating large models. in: Jain, S., Creasey, R.R., Himmelspach, J., White, K.P. and Fu, M. (ed.) Proceedings of the 2011 Winter Simulation Conference IEEE .

Towards a full implementation of collaborative care plan. OR Informing National Health Policy
Tadjer, M., Chaussalet, T.J., Fouladinejad, F., Chahed, S., Saiyed, S., Redzanovic, S. and Fouladinajed, F. 2011. Towards a full implementation of collaborative care plan. OR Informing National Health Policy. in: Operational Research Information National Health Policy: proceedings of the 37th ORAHS conference School of Mathematics, Cardiff University.

Scientific workflow makespan reduction through cloud augmented desktop grids
Reynolds, C.J., Winter, S., Terstyanszky, G., Kiss, T., Greenwell, P., Acs, S. and Kacsuk, P. 2011. Scientific workflow makespan reduction through cloud augmented desktop grids. in: 2011 IEEE 3rd International Conference on Cloud Computing Technology and Science IEEE . pp. 18-23

Data warehousing based architecture for the reporting of the NHS primary care prescribing
Redzanovic, S., Chountas, P., Chaussalet, T.J., Fouladinejad, F., Tadjer, M. and Fouladinajed, F. 2011. Data warehousing based architecture for the reporting of the NHS primary care prescribing. in: Olive, M. and Solomonides, T. (ed.) Proceedings of CMBS: the 24th International Symposium on Computer-Based Medical Systems, June 27th – 30th, 2011, Bristol, United Kingdom IEEE .

Porting computation and data intensive applications to distributed computing infrastructures incorporating desktop grids
Kiss, T., Kelley, I. and Kacsuk, P. 2011. Porting computation and data intensive applications to distributed computing infrastructures incorporating desktop grids. in: Conference Proceedings of ISGC 2011, International Symposium on Grids and Clouds, 19-25 March, Academia Sinica, Taipei, Taiwan Proceedings of Science.

Exploring the effect of temperature variations on unplanned asthma admissions
Islam, M.S., Chaussalet, T.J., Balta-Ozkan, N. and Demir, E. 2011. Exploring the effect of temperature variations on unplanned asthma admissions. in: Operational Research Information National Health Policy: proceedings of the 37th ORAHS conference School of Mathematics, Cardiff University. pp. 74-88

The impact of temperature disparity on emergency readmissions and patient flows
Islam, M.S., Chaussalet, T.J., Balta-Ozkan, N., Chahed, S., Demir, E. and Sarran, C. 2011. The impact of temperature disparity on emergency readmissions and patient flows. in: Olive, M. and Solomonides, T. (ed.) Proceedings of CMBS: the 24th International Symposium on Computer-Based Medical Systems, June 27th – 30th, 2011, Bristol, United Kingdom IEEE .

Development of user-friendly, high throughput screening for ligands and inhibitors of carbohydrate modifying enzymes
Heindl, H., Greenwell, P., Kiss, T., Reynolds, C.J., Farkas, D., Terstyanszky, G. and Winter, S. 2011. Development of user-friendly, high throughput screening for ligands and inhibitors of carbohydrate modifying enzymes. 2nd glyco-bioinformatics Beilstein-Institut symposium. Potsdam, Germany 27th June – 1st July 2011

Modelling high dependency care in the local neonatal unit
Dalton, S. and Chaussalet, T.J. 2011. Modelling high dependency care in the local neonatal unit. in: Operational Research Information National Health Policy: proceedings of the 37th ORAHS conference Cardiff School of Mathematics, Cardiff University.

Nonproportional random effects modelling of a neonatal unit operational patient pathways
Adeyemi, S., Chaussalet, T.J. and Demir, E. 2011. Nonproportional random effects modelling of a neonatal unit operational patient pathways. Statistical Methods and Applications. 20 (4), pp. 507-518.

Measuring and modelling occupancy time in NHS continuing healthcare
Chahed, S., Demir, E., Chaussalet, T.J., Millard, P.H. and Toffa, S.E. 2011. Measuring and modelling occupancy time in NHS continuing healthcare. BMC Health Services Research. 11 (155), p. 1.

Editorial: IMA Health 2010
Vasilakis, C., Chaussalet, T.J. and Baker, R.D. 2011. Editorial: IMA Health 2010. Health Care Management Science. 14 (3), pp. 213-214.

A loss network model with overflow for capacity planning of a neonatal unit
Asaduzzaman, M., Chaussalet, T.J. and Robertson, N.J. 2010. A loss network model with overflow for capacity planning of a neonatal unit. Annals of Operations Research. 178 (1), pp. 67-76.

Random effects models for operational patient pathways
Adeyemi, S., Chaussalet, T.J., Xie, H. and Assaduzzman, M. 2010. Random effects models for operational patient pathways. Journal of Applied Statistics. 37 (4), pp. 691-701.

From grid islands to a world wide grid
Kacsuk, P. and Kiss, T. 2010. From grid islands to a world wide grid. in: Davoli, F., Meyer, N., Pugliese, R. and Zappatore, S. (ed.) Remote instrumentation and virtual laboratories: service architecture and networking New York Springer. pp. 109-122

UKDA Study No. 6358 - EuroPTax. Who pays for the state? The evolution of personal taxation in postwar Europe, 1958-2007
Lynch, F.M.B. and Weingarten, N. 2010. UKDA Study No. 6358 - EuroPTax. Who pays for the state? The evolution of personal taxation in postwar Europe, 1958-2007. Colchester, Essex UK Data Archive [distributor].

Molecular docking simulations on a combined desktop and service grid infrastructure
Kiss, T., Szmetanko, G., Terstyanszky, G., Greenwell, P. and Heindl, H. 2010. Molecular docking simulations on a combined desktop and service grid infrastructure. in: Proceedings: Third AlmereGrid Desktop Experience workshop: desktop grid applications for eScience and eBusiness, 30 March 2010, Almere, The Netherlands EnterTheGrid. pp. 23-27

Parameter sweep workflows for modelling carbohydrate recognition
Kiss, T., Greenwell, P., Heindl, H., Terstyanszky, G. and Weingarten, N. 2010. Parameter sweep workflows for modelling carbohydrate recognition. Journal of Grid Computing. 8 (4), pp. 587-601.

A desktop grid based solution for the optimisation of X-ray diffraction profiles
Kiss, T., Farkas, D., Terstyanszky, G., Santos, S.P., Gomez-Pulido, J.A. and Vega-Rodriguez, M.A. 2010. A desktop grid based solution for the optimisation of X-ray diffraction profiles. in: Proceedings: Third AlmereGrid Desktop Experience workshop: desktop grid applications for eScience and eBusiness, 30 March 2010, Almere, The Netherlands EnterTheGrid. pp. 28-32

ProSim: development of a user-friendly molecular modelling package
Heindl, H., Kiss, T., Terstyanszky, G., Weingarten, N., Afrough, B. and Greenwell, P. 2010. ProSim: development of a user-friendly molecular modelling package. in: Hicks, M.G. and Kettner, C. (ed.) Proceedings of the International Beilstein Symposium on Glyco-Bioinformatics: Bits ‘n’ Bytes of Sugars, October 4th – 8th, 2009, Potsdam, Germany Beilstein-Institut zur Fo¨rderung der Chemischen Wissenschaften. pp. 61-85

Analysis of variability in neonatal care units: a retrospective analysis
Adeyemi, S., Demir, E., Chahed, S. and Chaussalet, T.J. 2010. Analysis of variability in neonatal care units: a retrospective analysis. in: IEEE Workshop on Health Care Management (WHCM), Venice, 18-20 February 2010 IEEE . pp. 1-6

Towards effective capacity planning in a perinatal network centre
Asaduzzaman, M., Chaussalet, T.J., Adeyemi, S., Chahed, S., Hawdon, J., Wood, D. and Robertson, N.J. 2010. Towards effective capacity planning in a perinatal network centre. Archives of Disease in Childhood. Fetal and Neonatal Edition. 95 (4), pp. F283-F287.

Modelling risk of readmission with phase-type distribution and transition models
Demir, E., Chaussalet, T.J., Xie, H. and Millard, P.H. 2009. Modelling risk of readmission with phase-type distribution and transition models. IMA Journal of Management Mathematics. 20 (4), pp. 357-367.

Achieving interoperation of grid data resources via workflow level integration
Kiss, T. and Kukla, T. 2009. Achieving interoperation of grid data resources via workflow level integration. Journal of Grid Computing. 7 (3), pp. 355-374.

Integrating Open Grid Services Architecture Data Access and Integration with computational Grid workflows
Kukla, T., Kiss, T., Kacsuk, P. and Terstyanszky, G. 2009. Integrating Open Grid Services Architecture Data Access and Integration with computational Grid workflows. Philosophical Transactions of the Royal Society A: Mathematical, Physical & Engineering Sciences. 367 (1897), pp. 2521-2532.

Integrated service and desktop grids for scientific computing
Lovas, R. and Kiss, T. 2009. Integrated service and desktop grids for scientific computing. in: Conference proceddings of DCABES 2009. The 8th international symposium on distributed computing and applications to business, engineering and science. Wuhan, China, 16-19, October, 2009 DCABES. pp. 251-255

Porting applications to a combined desktop Grid/service Grid platform using the EDGeS application development methodology
Kiss, T., Szmetanko, G., Farkas, D., Terstyanszky, G. and Kacsuk, P. 2009. Porting applications to a combined desktop Grid/service Grid platform using the EDGeS application development methodology. Proceedings of the INGRID 09, 4th International Workshop on Distributed Cooperative Laboratories: Instrumenting the Grid. Alghero, Sardinia, Italy 01 - 03 Apr 2009

Grid interoperability by multiple broker utilization and meta-brokering
Kertesz, A., Farkas, Z., Kacsuk, P. and Kiss, T. 2009. Grid interoperability by multiple broker utilization and meta-brokering. in: Davoli, F., Meyer, N., Pugliese, R. and Zappatore, S. (ed.) Grid Enabled Remote Instrumentation Springer. pp. 303-312

A systematic approach in defining readmission
Demir, E. and Chaussalet, T.J. 2009. A systematic approach in defining readmission. in: Proceedings of the 22nd IEEE International Symposium on Computer-Based Medical Systems (CBMS 2009) IEEE . pp. 1-7

The analyses of individual patient pathways: investigating regional variation in COPD readmissions
Adeyemi, S., Chaussalet, T.J., Xie, H. and Asaduzzaman, M. 2009. The analyses of individual patient pathways: investigating regional variation in COPD readmissions. in: Sakalauskas, L., Skiadas, C. and Zavadskas, E.K. (ed.) Proceedings of the 13th International Conference "Applied Stochastic Models and Data Analysis", ASMDA 2009, 30 June – 3 July 2009, Vilnius, Lithuania ASMDA. pp. 316-319

Models for extracting information on patient pathways
Adeyemi, S. and Chaussalet, T.J. 2009. Models for extracting information on patient pathways. in: McClean, S.I., Millard, P.H., El-Darzi, E. and Nugent, C. (ed.) Intelligent patient management Springer.

Editorial: Applying mathematics to problems in health care: a call to pencils
Utley, M., Chaussalet, T.J. and Baker, R.D. 2009. Editorial: Applying mathematics to problems in health care: a call to pencils. IMA Journal of Management Mathematics. 20 (4), pp. 323-323.

Emergency readmission criterion: a technique for determining emergency readmission time window
Demir, E., Chaussalet, T.J., Xie, H. and Millard, P.H. 2008. Emergency readmission criterion: a technique for determining emergency readmission time window. IEEE Transactions on Information Technology in Biomedicine. 12 (5), pp. 644-649.

EDGeS, the common boundary between service and desktop grids
Balaton, Z., Farkas, Z., Gombas, G., Kacsuk, P., Lovas, R., Marosi, A.C., Emmen, E., Terstyanszky, G., Kiss, T., Kelley, I., Taylor, I. and Araujo, F. 2008. EDGeS, the common boundary between service and desktop grids. Parallel Processing Letters. 18 (3), pp. 433-445.

Application of Grid computing for designing a class of optimal periodic nonuniform sampling sequences
Tarczynski, A., Kiss, T., Terstyanszky, G., Delaitre, T., Qu, D. and Winter, S. 2008. Application of Grid computing for designing a class of optimal periodic nonuniform sampling sequences. Future Generation Computer Systems. 24 (7), pp. 763-773.

Solving the grid interoperability problem by P-GRADE portal at workflow level
Kacsuk, P., Kiss, T. and Sipos, G. 2008. Solving the grid interoperability problem by P-GRADE portal at workflow level. Future Generation Computer Systems. 24 (7), pp. 744-751.

Balancing the NHS balanced scorecard!
Patel, B., Chaussalet, T.J. and Millard, P.H. 2008. Balancing the NHS balanced scorecard! European Journal of Operational Research. 185 (3), pp. 905-914.

SZTAKI desktop grid: building a scalable, secure platform for desktop grid computing
Marosi, A.C., Gombas, G., Balaton, Z., Kacsuk, P. and Kiss, T. 2008. SZTAKI desktop grid: building a scalable, secure platform for desktop grid computing. in: Making grids work: Proceedings of the CoreGRID Workshop on Programming Models Grid and P2P System Architecture Grid Systems, Tools and Environments 12-13 June 2007, Heraklion, Crete, Greece Springer. pp. 365-376

A general and scalable solution for heterogeneous workflow invocation and nesting
Kukla, T., Kiss, T., Terstyanszky, G. and Kacsuk, P. 2008. A general and scalable solution for heterogeneous workflow invocation and nesting. in: Proceedings of the 3rd Workshop on Workflows in Support of Large-Scale Science, in conjunction with SC 2008, Austin, TX, USA, November 17 2008 IEEE . pp. 1-8

Utilizing heterogeneous data sources in computational grid workflows
Kiss, T., Tudose, A., Terstyanszky, G., Kacsuk, P. and Sipos, G. 2008. Utilizing heterogeneous data sources in computational grid workflows. in: Danelutto, M., Fragopoulou, P. and Getov, Vladimir (ed.) Making grids work: Proceedings of the CoreGRID Workshop on Programming Models Grid and P2P System Architecture Grid Systems, Tools and Environments 12-13 June 2007, Heraklion, Crete, Greece Springer. pp. 225-236

Towards Grid data interoperation: OGSA-DAI data resources in computational Grid workflows
Kiss, T., Kukla, T., Terstyanszky, G., Kacsuk, P. and Sipos, G. 2008. Towards Grid data interoperation: OGSA-DAI data resources in computational Grid workflows. in: Proc. of the CoreGRID Workshop “Integrated Research in Grid Computing”, Heraklion-Crete, Greece, 2-4 April 2008 Crete University Press.

High-level user interface for accessing database resources on the Grid
Kiss, T. and Kukla, T. 2008. High-level user interface for accessing database resources on the Grid. in: Kacsuk, P., Lovas, R. and Nemeth, Z. (ed.) Distributed and parallel systems: in focus: desktop grid computing Boston, MA Springer. pp. 155-163

Workflow level interoperation of grid data resources
Kiss, T., Kacsuk, P., Terstyanszky, G. and Winter, S. 2008. Workflow level interoperation of grid data resources. in: Priol, T., Lefevre, L. and Buyya, R. (ed.) CCGrid 2008 8th IEEE International Symposium on Cluster Computing and the Grid IEEE . pp. 194-201

Automatic service deployment using virtualisation
Kecskemeti, G., Kacsuk, P., Terstyanszky, G., Kiss, T. and Delaitre, T. 2008. Automatic service deployment using virtualisation. in: Proceedings of the 16th Euromicro Conference on Parallel, Distributed and Network-Based Processing (PDP 2008), Toulouse, France, February 13-15, 2008 Los Alamitos, USA IEEE . pp. 628-635

Can we connect existing production grids into a world wide grid?
Kacsuk, P., Kertesz, A. and Kiss, T. 2008. Can we connect existing production grids into a world wide grid? in: High Performance Computing for Computational Science - VECPAR 2008 Springer.

EDGeS: a bridge between desktop grids and service grids
Fedak, G., He, H., Lodygensky, O., Balaton, Z., Farkas, Z., Gombas, G., Kacsuk, P., Lovas, R., Marosi, A.C., Kelley, I., Taylor, I., Terstyanszky, G., Kiss, T., Cardenas-Montes, M., Emmen, E. and Araujo, F. 2008. EDGeS: a bridge between desktop grids and service grids. in: 3rd ChinaGrid Annual Conference, ChinaGrid2008 IEEE . pp. 3-9

EDGeS: bridging desktop and service grids
Cárdenas-Montes, M., Emmen, E., Marosi, A.C., Araujo, F., Gombas, G., Kiss, T., Fedak, G., Kelley, I., Taylor, I., Lodygensky, O., Kacsuk, P., Lovas, R., Balaton, Z. and Farkas, Z. 2008. EDGeS: bridging desktop and service grids. in: IBERGRID'2008, Iberian Grid Infrastructure Conference Netbiblo. pp. 212-224

EDGeS: the common boundary between service and desktop grids
Balaton, Z., Farkas, Z., Gombas, G., Kacsuk, P., Lovas, R., Marosi, A.C., Terstyanszky, G., Kiss, T., Lodygensky, O., Fedak, G., Emmen, E., Kelley, I., Taylor, I., Cardenas-Montes, M. and Araujo, F. 2008. EDGeS: the common boundary between service and desktop grids. in: Gorlatch, S., Fragopoulou, P. and Priol, T. (ed.) Grid computing: achievements and prospects Springer. pp. 37-48

Modelling and performance measure of a perinatal network centre in the United Kingdom
Asaduzzaman, M. and Chaussalet, T.J. 2008. Modelling and performance measure of a perinatal network centre in the United Kingdom. in: Proceedings of the 21st IEEE International Symposium on Computer-Based Medical Systems, IEEE CBMS 2008, Jyväskylä, 17-19 June 2008 Los Alamitos, USA IEEE . pp. 506-511

A random effects sensitivity analysis for patient pathways model
Adeyemi, S. and Chaussalet, T.J. 2008. A random effects sensitivity analysis for patient pathways model. in: Proceedings of the 21st IEEE International Symposium on Computer-Based Medical Systems, IEEE CBMS 2008, Jyväskylä, 17-19 June 2008 Los Alamitos, USA IEEE . pp. 536-538

Editorial: IMA Health 2007
Baker, R.D., Chaussalet, T.J. and Utley, M. 2008. Editorial: IMA Health 2007. Health Care Management Science. 11 (2), pp. 87-88.

Towards a scientific workflow-oriented computational World Wide Grid
Kacsuk, P. and Kiss, T. 2007. Towards a scientific workflow-oriented computational World Wide Grid. CoreGRID.

SZTAKI desktop grid: building a scalable, secure platform for desktop grid computing
Marosi, A.C., Gombas, G., Balaton, Z., Kacsuk, P. and Kiss, T. 2007. SZTAKI desktop grid: building a scalable, secure platform for desktop grid computing. CoreGRID.

A simple graphical decision aid for the placement of elderly people in long-term care
Xie, H., Chaussalet, T.J., Thompson, W.A. and Millard, P.H. 2007. A simple graphical decision aid for the placement of elderly people in long-term care. Journal of the Operational Research Society. 58 (4), pp. 446-453.

A semi-open queueing network approach to the analysis of patient flow in healthcare systems
Xie, H., Chaussalet, T.J. and Rees, M. 2007. A semi-open queueing network approach to the analysis of patient flow in healthcare systems. in: Proceedings of the 20th IEEE International Symposium on Computer-Based Medical Systems. IEEE CBMS 2007, Maribor, Slovenia, 20-22 June 2007 Los Alamitos, USA IEEE . pp. 719-724

An objective method for bed capacity planning in a hospital department: a comparison with target ratio methods
Nguyen, J.M., Six, P., Chaussalet, T.J., Antonioli, D., Lombrail, P. and Le Beux, P. 2007. An objective method for bed capacity planning in a hospital department: a comparison with target ratio methods. Methods of Information in Medicine. 46 (4), pp. 399-405.

Utilising different data sources in computational grid workflows
Kiss, T., Tudose, A., Terstyanszky, G., Kacsuk, P. and Sipos, G. 2007. Utilising different data sources in computational grid workflows. CoreGRID Workshop on Grid Programming Model, Grid and P2P Systems Architecture and Grid Systems, Tools and Environments. Heraklion - Crete, Greece 12 - 13 Jun 2007

SRB data resources in computational grid workflows
Kiss, T., Tudose, A., Kacsuk, P. and Terstyanszky, G. 2007. SRB data resources in computational grid workflows. in: Cox, S.J. (ed.) Proceedings of the UK e-Science All Hands Meeting 2007, Nottingham UK, 10th - 13th September Edinburgh National e-Science Centre. pp. 643-650

Grid computing: the European business perspective
Kiss, T. 2007. Grid computing: the European business perspective. European Business Review.

Grid interoperability by multiple broker utilization and meta-brokering
Kertesz, A., Farkas, Z., Kacsuk, P. and Kiss, T. 2007. Grid interoperability by multiple broker utilization and meta-brokering. in: Proceedings of the 2nd International Workshop on Distributed Cooperative Laboratories: Instrumenting the GRID (INGRID 2007) Austria OCG Verlag. pp. 305-314

Automatic service deployment using virtualisation
Kecskemeti, G., Terstyanszky, G., Kiss, T., Delaitre, T. and Kacsuk, P. 2007. Automatic service deployment using virtualisation. in: Cox, S.J. (ed.) Proceedings of the UK e-Science All Hands Meeting 2007, Nottingham UK, 10th - 13th September Edinburgh National e-Science Centre. pp. 718-725

Supporting workflow-level parameter study applications by the P-GRADE grid portal
Kacsuk, P., Farkas, Z., Sipos, G., Hermann, G. and Kiss, T. 2007. Supporting workflow-level parameter study applications by the P-GRADE grid portal. in: Priol, T. and Vanneschi, M. (ed.) Towards next generation grids: proceedings of the CoreGRID Symposium 2007, August 27-28, Rennes, France New York, NY, USA Springer. pp. 253-263

Determining readmission time window using mixture of generalised Erlang distribution
Demir, E., Chaussalet, T.J. and Xie, H. 2007. Determining readmission time window using mixture of generalised Erlang distribution. in: Proceedings of the 20th IEEE International Symposium on Computer-Based Medical Systems. IEEE CBMS 2007, Maribor, Slovenia, 20-22 June 2007 Los Alamitos, USA IEEE . pp. 21-26

Legacy code support for service-oriented production grids
Delaitre, T., Kiss, T., Terstyanszky, G., Winter, S. and Kacsuk, P. 2007. Legacy code support for service-oriented production grids. in: Kacsuk, P., Fahringer, T. and Nemeth, Z. (ed.) Distributed and parallel systems: cluster and grid computing (Proceedings of the 6th Austrian-Hungarian Workshop on Distributed and Parallel Systems (DAPSYS)) Boston, MA Springer. pp. 103-112

Developing an application of an accident and emergency patient simulation modelling using an interactive framework
Codrington-Virtue, A., Chaussalet, T.J., Whittlestone, P. and Kelly, J. 2007. Developing an application of an accident and emergency patient simulation modelling using an interactive framework. in: Brailsford, S. and Harper, P.R. (ed.) Operational research for health policy: making better decisions: proceedings of the 31st Annual Conference of the European Working Group on Operational Research Applied to Health Services Oxford ; New York Peter Lang. pp. 61-76

SZTAKI desktop grid: a modular and scalable way of building large computing grids
Balaton, Z., Gombas, G., Kacsuk, P., Kornafeld, A., Kovacs, J., Marosi, A.C., Vida, G., Podhorszki, N. and Kiss, T. 2007. SZTAKI desktop grid: a modular and scalable way of building large computing grids. in: 21st International Parallel and Distributed Processing Symposium (IPDPS 2007), Proceedings, 26-30 March 2007, Long Beach, California, USA Los Alamitos, USA IEEE . pp. 1-8

Patients flow: a mixed-effects modelling approach to predicting discharge probabilities
Adeyemi, S., Chaussalet, T.J., Xie, H. and Millard, P.H. 2007. Patients flow: a mixed-effects modelling approach to predicting discharge probabilities. in: Proceedings of the 20th IEEE International Symposium on Computer-Based Medical Systems. IEEE CBMS 2007, Maribor, Slovenia, 20-22 June 2007 Los Alamitos, USA IEEE . pp. 725-730

A software tool to aid long-term care budget planning at local authority level
Xie, H., Chaussalet, T.J., Toffa, S.E. and Crowther, P. 2006. A software tool to aid long-term care budget planning at local authority level. International Journal of Medical Informatics. 75 (9), pp. 664-670.

Six methodological steps to build medical data warehouses for research
Szirbik, N., Pelletier, C. and Chaussalet, T.J. 2006. Six methodological steps to build medical data warehouses for research. International Journal of Medical Informatics. 75 (9), pp. 683-691.

The ICMCC second conference on "Medical and Care Compunetics"
Chaussalet, T.J. and Bos, L. 2006. The ICMCC second conference on "Medical and Care Compunetics". International Journal of Medical Informatics. 75 (9), pp. vii-viii.

A model-based approach to the analysis of patterns of length of stay in institutional long-term care
Xie, H., Chaussalet, T.J. and Millard, P.H. 2006. A model-based approach to the analysis of patterns of length of stay in institutional long-term care. IEEE Transactions on Information Technology in Biomedicine. 10 (3), pp. 512-518.

Legacy code support for commercial production grids
Terstyanszky, G., Kiss, T., Kacsuk, P., Delaitre, T., Kecskemeti, G. and Winter, S. 2006. Legacy code support for commercial production grids. in: Cox, S.J. (ed.) Proceedings of the UK e-Science All Hands Meeting 2006: Nottingham UK, 18th - 21st September Edinburgh, UK National e-Science Centre. pp. 21-26

User support for next generation production grids
Terstyanszky, G., Kiss, T., Delaitre, T., Winter, S., Kacsuk, P. and Kecskemeti, G. 2006. User support for next generation production grids. Grid-Enabling Legacy Applications and Supporting End Users Workshop (GELA) within the framework of the 15th IEEE International Symposium on High Performance Distributed Computing (HPDC'15). Paris, France 19-23 Jun 2006 pp. 35-43

Service-oriented production grids and user support
Terstyanszky, G., Kiss, T., Delaitre, T., Winter, S., Kacsuk, P. and Kecskemeti, G. 2006. Service-oriented production grids and user support. in: Gannon, D., Badia, R.M. and Buyya, R. (ed.) Proceedings of the 7th IEEE/ACM International Conference on Grid Computing, Barcelona, Spain, September 28-29, 2006 Los Alamitos, USA IEEE . pp. 323-324

Application of grid computing for designing a class of optimal periodic non-uniform sampling sequences
Tarczynski, A., Kiss, T., Qu, D., Terstyanszky, G., Delaitre, T. and Winter, S. 2006. Application of grid computing for designing a class of optimal periodic non-uniform sampling sequences. 15th IEEE International Symposium on High Performance Distributed Computing, HPDC'15. Paris, France 19 - 23 Jun 2006 pp. 86-94

Hidden access mechanism for demonstrating and teaching grid
Stancheva, R., Terstyanszky, G., Delaitre, T., Kiss, T., Kacsuk, P. and Winter, S. 2006. Hidden access mechanism for demonstrating and teaching grid. MIPRO 2006, 29th International Convention. Opatija, Croatia 22-26 May 2006 Croatia Croation Society for Information and Communications.

Executing parameter study workflows in the P-Grade portal
Sipos, G., Goyeneche, A., Kiss, T. and Kacsuk, P. 2006. Executing parameter study workflows in the P-Grade portal. CoreGRID Workshop on Grid Systems, Tools and Environments in Conjunction with GRIDS@work: CoreGRID Conference, Grid Plugtests and Contest. Sophia-Antipolis, France 01 Dec 2006

Solving grid interoperability between 2nd and 3rd generation grids by the integrated P-GRADE/GEMCLA portal
Kiss, T., Kacsuk, P., Terstyanszky, G., Delaitre, T., Kecskemeti, G. and Winter, S. 2006. Solving grid interoperability between 2nd and 3rd generation grids by the integrated P-GRADE/GEMCLA portal. in: Cox, S.J. (ed.) Proceedings of the UK e-Science All Hands Meeting 2006: Nottingham UK, 18th - 21st September Edinburgh, UK National e-Science Centre. pp. 389-392

Multiple broker support by grid portals
Kertesz, A., Farkas, Z., Kacsuk, P. and Kiss, T. 2006. Multiple broker support by grid portals. CoreGRID Workshop on Grid Systems, Tools and Environments in Conjunction with GRIDS@work: CoreGRID Conference, Grid Plugtests and Contest. Sophia-Antipolis, France 01 Dec 2006

Legacy code repository with broker-based job execution
Kecskemeti, G., Terstyanszky, G., Kiss, T. and Kacsuk, P. 2006. Legacy code repository with broker-based job execution. CoreGRID Workshop on Grid Systems, Tools and Environments in Conjunction with GRIDS@work: CoreGRID Conference, Grid Plugtests and Contest. Sophia-Antipolis, France 01 Dec 2006

Scalable desktop grid system
Kacsuk, P., Podhorszki, N. and Kiss, T. 2006. Scalable desktop grid system. in: Daydt, M. (ed.) High Performance Computing for Computational Science - VECPAR 2006: 7th international conference, Rio de Janeiro, Brazil, June 10-13, 2006: revised selected and invited papers Berlin, Germany Springer.

Solving the grid interoperability problem by P-GRADE portal at workflow level
Kacsuk, P., Kiss, T. and Sipos, G. 2006. Solving the grid interoperability problem by P-GRADE portal at workflow level. Grid-Enabling Legacy Applications and Supporting End Users Workshop (GELA) within the framework of the 15th IEEE International Symposium on High Performance Distributed Computing (HPDC'15). Paris, France 19-23 Jun 2006

User friendly environment to grid enabled legacy codes
Kacsuk, P., Kiss, T., Delaitre, T., Goyeneche, A., Winter, S., Terstyanszky, G., Farkas, Z., Nemeth, C. and Boczko, T. 2006. User friendly environment to grid enabled legacy codes. in: Di Martino, B., Dongarra, J., Hoisie, A., Yang, L.T. and Zima, H. (ed.) Engineering the grid: status and perspective Valencia, California, USA ASP Press. pp. 205-217

A method for determining an emergency readmission time window for better patient management
Demir, E., Chaussalet, T.J., Xie, H. and Millard, P.H. 2006. A method for determining an emergency readmission time window for better patient management. in: Lee, D.J., Nutter, B., Antani, S., Mitra, S. and Archibald, J. (ed.) Nineteenth IEEE International Symposium on Computer-Based Medical Systems: 22-23 June June 2006, Salt Lake City, Utah. Proceedings Las Alamitos, USA IEEE . pp. 789-793

A system for patient management based discrete-event simulation and hierarchical clustering
Codrington-Virtue, A., Chaussalet, T.J., Millard, P.H., Whittlestone, P. and Kelly, J. 2006. A system for patient management based discrete-event simulation and hierarchical clustering. in: Lee, D.J., Nutter, B., Antani, S., Mitra, S. and Archibald, J. (ed.) Nineteenth IEEE International Symposium on Computer-Based Medical Systems: 22-23 June 2006, Salt Lake City, Utah. Proceedings Las Alamitos, USA IEEE . pp. 800-804

A closed queueing network approach to the analysis of patient flow in health care systems
Chaussalet, T.J., Xie, H. and Millard, P.H. 2006. A closed queueing network approach to the analysis of patient flow in health care systems. Methods of Information in Medicine. 45 (5), pp. 492-497.

Dynamic testing of legacy code resources on the grid
Bitonti, L., Kiss, T., Terstyanszky, G., Delaitre, T., Winter, S. and Kacsuk, P. 2006. Dynamic testing of legacy code resources on the grid. in: Proceedings of the 3rd Conference on Computing Frontiers New York, USA ACM. pp. 261-268

On the use of multi-state multi-census techniques for modelling the survival of elderly people in institutional long-term care
Pelletier, C., Chaussalet, T.J. and Xie, H. 2005. On the use of multi-state multi-census techniques for modelling the survival of elderly people in institutional long-term care. IMA Journal of Management Mathematics. 16 (3), pp. 255-264.

Legacy code support for production grids
Kiss, T., Terstyanszky, G., Kecskemeti, G., Illes, S., Delaitre, T., Winter, S., Kacsuk, P. and Sipos, G. 2005. Legacy code support for production grids. CoreGRID.

GEMLCA: running legacy code applications as grid services
Delaitre, T., Kiss, T., Goyeneche, A., Terstyanszky, G., Winter, S. and Kacsuk, P. 2005. GEMLCA: running legacy code applications as grid services. Journal of Grid Computing. 3 (1-2), pp. 75-90.

Scalable desktop grid system
Kacsuk, P., Podhorszki, N. and Kiss, T. 2005. Scalable desktop grid system. CoreGRID.

A framework for predicting gross institutional long-term care cost arising from known commitments at local authority level
Pelletier, C., Chaussalet, T.J. and Xie, H. 2005. A framework for predicting gross institutional long-term care cost arising from known commitments at local authority level. Journal of the Operational Research Society. 56 (2), pp. 144-152.

Deployment and interoperability of legacy code services
Zetuny, Y., Kecskemeti, G., Kiss, T., Sipos, G., Kacsuk, P., Terstyanszky, G. and Winter, S. 2005. Deployment and interoperability of legacy code services. in: Gorlatch, S. and Danelutto, M. (ed.) Proceedings of the CoreGRID Integration Workshop, Pisa, Italy Pisa, Italy Universit di Pisa, Dipartimento di Informatica.

A software tool to aid budget planning for long-term care at local authority level
Xie, H., Chaussalet, T.J., Toffa, S.E. and Crowther, P. 2005. A software tool to aid budget planning for long-term care at local authority level. in: Bos, L., Laxminarayan, S. and Marsh, A.J. (ed.) Medical and care compunetics 2 Oxford, UK IOS Press.

A tool for studying the effects of residents' attributes on patterns of length of stay in long-term care
Xie, H., Chaussalet, T.J. and Millard, P.H. 2005. A tool for studying the effects of residents' attributes on patterns of length of stay in long-term care. in: Tsymbal, A. and Cunningham, P. (ed.) Proceedings of the 18th IEEE Symposium on Computer-Based Medical Systems: 23-25 June 2005, Dublin, Ireland USA IEEE . pp. 473-478

Security mechanisms for legacy code applications in GT3 environment
Terstyanszky, G., Delaitre, T., Goyeneche, A., Kiss, T., Sajadah, K., Winter, S. and Kacsuk, P. 2005. Security mechanisms for legacy code applications in GT3 environment. in: 13th Euromicro Conference on Parallel, Distributed, and Network-Based Processing proceedings: Lugano, Switzerland, February 9-11, 2005 Los Alamitos, USA IEEE . pp. 220-226

Crossing heterogeneous information sources for better analysis in long term care for elderly people
Pelletier, C., Szirbik, N. and Chaussalet, T.J. 2005. Crossing heterogeneous information sources for better analysis in long term care for elderly people. in: Bos, L., Laxminarayan, S. and Marsh, A.J. (ed.) Medical and care compunetics 2 Oxford, UK IOS Press.

Legacy code support for production grids
Kiss, T., Terstyanszky, G., Kecskemeti, G., Illes, S., Delaitre, T., Winter, S., Kacsuk, P. and Sipos, G. 2005. Legacy code support for production grids. in: Proceedings of the 6th IEEE/ACM International Workshop on Grid Computing: November 13-14 2005. Seattle, Washington, USA USA IEEE . pp. 278-283

User friendly legacy code support for different grid environments and middleware
Kiss, T., Sipos, G., Terstyanszky, G., Podhorszki, N. and Winter, S. 2005. User friendly legacy code support for different grid environments and middleware. in: Gorlatch, S. and Danelutto, M. (ed.) Proceedings of the CoreGRID Integration Workshop, Pisa, Italy Pisa, Italy Universit di Pisa, Dipartimento di Informatica.

Integration of GEMLCA and the P-GRADE portal
Kiss, T., Sipos, G., Kacsuk, P., Karoczkai, K., Terstyanszky, G. and Delaitre, T. 2005. Integration of GEMLCA and the P-GRADE portal. CoreGRID Workshop on Grid Systems, Tools and Environments (WP7 Workshop) (in conjunction with GRIDS@Work). Sophia Antipolis, France 12-14 Oct 2005

Automatic deployment and interoperability of grid services
Kecskemeti, G., Zetuny, Y., Terstyanszky, G., Winter, S., Kiss, T. and Kacsuk, P. 2005. Automatic deployment and interoperability of grid services. in: Cox, S.J. and Walker, D.W. (ed.) Proceedings UK e-Science All Hands Meeting 2005, Steering via the Image in Local, Distributed and Collaborative Settings Swindon, UK EPSRC. pp. 729-736

Automatic deployment of interoperable legacy code services
Kecskemeti, G., Zetuny, Y., Kiss, T., Sipos, G., Kacsuk, P., Terstyanszky, G. and Winter, S. 2005. Automatic deployment of interoperable legacy code services. CoreGRID Workshop on Grid Systems, Tools and Environments (WP7 Workshop) (in conjunction with GRIDS@Work). Sophia Antipolis, France 12-14 Oct 2005

Experiences with deploying legacy code applications as grid services using GEMLCA
Goyeneche, A., Kiss, T., Terstyanszky, G., Kecskemeti, G., Delaitre, T., Kacsuk, P. and Winter, S. 2005. Experiences with deploying legacy code applications as grid services using GEMLCA. in: Sloot, P.M.A., Hoekstra, A.G., Priol, T. and Reinefeld, A. (ed.) Advances in grid computing (EGC 2005): European Grid Conference, Amsterdam, The Netherlands, February 14-16, 2005: revised selected papers Berlin, Germany Springer.

GEMLCA: running legacy code applications as grid services
Delaitre, T., Kiss, T., Goyeneche, A., Terstyanszky, G., Winter, S. and Kacsuk, P. 2005. GEMLCA: running legacy code applications as grid services. CoreGRID.

An interactive framework for developing simulation models of hospital accident and emergency services
Codrington-Virtue, A., Whittlestone, P., Kelly, J. and Chaussalet, T.J. 2005. An interactive framework for developing simulation models of hospital accident and emergency services. in: Bos, L., Laxminarayan, S. and Marsh, A.J. (ed.) Medical and care compunetics 2 Oxford, UK IOS Press.

Towards integration of legacy code deployment approaches
Balis, B., Bubak, M., Harrison, A., Kacsuk, P., Kiss, T., Sipos, G. and Taylor, I. 2005. Towards integration of legacy code deployment approaches. in: Gorlatch, S. and Danelutto, M. (ed.) Proceedings of the CoreGRID Integration Workshop, Pisa, Italy Pisa, Italy Universit di Pisa, Dipartimento di Informatica.

A continuous time Markov model for the length of stay of elderly people in institutional long-term care
Xie, H., Chaussalet, T.J. and Millard, P.H. 2005. A continuous time Markov model for the length of stay of elderly people in institutional long-term care. Journal of the Royal Statistical Society: Series A. 168 (1), pp. 51-61.

GEMLCA: a grid formula for re-starting applications
Winter, S. and Kiss, T. 2004. GEMLCA: a grid formula for re-starting applications. European CEO Magazine. November/December, pp. 64-66.

Electronic marketplaces based on OSGI grid services
Kiss, T., Terstyanszky, G. and Winter, S. 2004. Electronic marketplaces based on OSGI grid services. in: microCAD 2004: International Scientific Conference, 18-19 March 2004 UNKNOWN. pp. 43-48

Deploying application on a GT3 Grid
Kiss, T., Delaitre, T., Goyeneche, A., Winter, S., Kacsuk, P., Terstyanszky, G., Igbe, D., Maselino, P., Sajadah, K. and Weingarten, N. 2004. Deploying application on a GT3 Grid. London, UK University of Westminster.

Grid solution for e-marketplaces integrated with logistics
Kacsukne Bruckner, L. and Kiss, T. 2004. Grid solution for e-marketplaces integrated with logistics. in: Juhasz, Z., Kacsuk, P. and Kranzlmuller, D. (ed.) Distributed and parallel systems: cluster and grid computing New York, USA Springer.

High-level grid application environment to use legacy codes as OGSA grid services
Kacsuk, P., Goyeneche, A., Delaitre, T., Kiss, T., Farkas, Z. and Boczko, T. 2004. High-level grid application environment to use legacy codes as OGSA grid services. in: Buyya, R. (ed.) Fifth IEEE/ACM International Workshop on Grid Computing: Pittsburgh, Pennsylvania, 8 November, 2004 Las Alamitos, USA IEEE . pp. 428-435

A high-level grid application environment to grid-enable legacy code
Kacsuk, P., Farkas, Z., Boczko, T., Kiss, T., Goyeneche, A. and Delaitre, T. 2004. A high-level grid application environment to grid-enable legacy code. ERCIM News. 59, pp. 44-45.

Publishing and executing parallel legacy code using an OGSI grid service
Delaitre, T., Goyeneche, A., Kiss, T. and Winter, S. 2004. Publishing and executing parallel legacy code using an OGSI grid service. in: Lagana, A. (ed.) Computational science and its applications: ICCSA 2004, international conference, Assisi, Italy, May 14-17, 2004, proceedings Heidelberg, Germany Springer.

Experiences with publishing and executing parallel legacy code using an OGSI grid service
Delaitre, T., Goyeneche, A., Kiss, T., Terstyanszky, G., Winter, S., Kacsuk, P., Igbe, D., Maselino, P., Sajadah, K. and Weingarten, N. 2004. Experiences with publishing and executing parallel legacy code using an OGSI grid service. in: Proceedings of the UK E-Science All Hands Meeting, 31st Aug - 3rd Sep, 2004, Nottingham, UK EPSRC. pp. 999-1002

Traffic simulation in P-Grade as a grid service
Delaitre, T., Goyeneche, A., Kiss, T., Terstyanszky, G., Weingarten, N., Maselino, P., Gourgoulis, A. and Winter, S. 2004. Traffic simulation in P-Grade as a grid service. in: Zoltan, J., Kacsuk, P. and Kranzlmuller, D. (ed.) Distributed and parallel systems: cluster and grid computing New York, USA Springer.

GEMLCA: grid execution management for legacy code architecture design
Delaitre, T., Goyeneche, A., Kacsuk, P., Kiss, T., Terstyanszky, G. and Winter, S. 2004. GEMLCA: grid execution management for legacy code architecture design. in: Steinmetz, R., Mauthe, A. and Crnkovic, I. (ed.) 30th Euromicro Conference proceedings: 31 August-3 September, 2004, Rennes, France IEEE . pp. 477-483

Integrating data on the long-term care for elderly people from heterogeneous sources in support of research
Chaussalet, T.J. and Thompson, W.A. 2004. Integrating data on the long-term care for elderly people from heterogeneous sources in support of research. in: Proceedings of the 10th Mediterranean Conference of the International Federation for Medical and Biological Engineering (MEDICON 2004), Ischia, Italy, 31 Jul - 5 Aug 2004 Ghedimedia.

Time for a new approach for reporting herbal medicine adverse events?
Peters, D., Donaldson, J., Chaussalet, T.J., Toffa, S.E., Whitehouse, J., Carroll, D. and Barry, P. 2003. Time for a new approach for reporting herbal medicine adverse events? Journal of Alternative & Complementary Medicine. 9 (5), pp. 607-609.

Modelling survival in long term care of older people
Pelletier, C., Chaussalet, T.J. and Millard, P.H. 2003. Modelling survival in long term care of older people. 1st MEDINF International Conference on Medical Informatics and Engineering (MEDINF 2003). Craiova, Romania 06-09 Oct 2003

Web services and grid computing for e-business applications
Kiss, T., Terstyanszky, G. and Winter, S. 2003. Web services and grid computing for e-business applications. in: microCAD 2003: International Scientific Conference, 06-07 March 2003 UNKNOWN.

Modelling decisions of a multidisciplinary panel for admission to long-term care
Xie, H., Chaussalet, T.J., Thompson, W.A. and Millard, P.H. 2002. Modelling decisions of a multidisciplinary panel for admission to long-term care. Health Care Management Science. 5 (4), pp. 291-295.

Teaching electronic commerce
Kacsukne Bruckner, L. and Kiss, T. 2002. Teaching electronic commerce. Informatics in Higher Education Conference. Debrecen, Hungary 27-29 Aug 2002

Data requirements in a model of the natural history of Alzheimer's disease
Chaussalet, T.J. and Thompson, W.A. 2001. Data requirements in a model of the natural history of Alzheimer's disease. Health Care Management Science. 4 (1), pp. 13-19.

Subgroup analyses of cost of care in a Markov model of the natural history of Alzheimer's disease
Thompson, W.A. and Chaussalet, T.J. 2001. Subgroup analyses of cost of care in a Markov model of the natural history of Alzheimer's disease. in: Simulation in the Health and Medical Sciences 2001: Proceedings of the 2001 Western Multiconference, January 7-11 2001, Phoenix, Arizona California, USA Society for Computer Simulation. pp. 41-44

Editorial: Modelling the process of care
Chaussalet, T.J. and El-Darzi, E. 2001. Editorial: Modelling the process of care. Health Care Management Science. 4 (1), p. 5.

Permalink - https://westminsterresearch.westminster.ac.uk/item/90wv7/a-grid-implementation-for-profiling-hospitals-based-on-patient-readmissions


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