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ORCIDJohn G. F. Cleland
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- affiliation: University of Hull, Hull, UK
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2020 – today
- 2023
[i1]Yola Jones, Fani Deligianni, Jeff Dalton, Pierpaolo Pellicori, John G. F. Cleland:
Consensus of state of the art mortality prediction models: From all-cause mortality to sudden death prediction. CoRR abs/2308.16067 (2023)- 2022
- [j3]Shishir Rao
, Yikuan Li, Rema Ramakrishnan, Abdelaali Hassaïne, Dexter Canoy, John G. F. Cleland, Thomas Lukasiewicz, Gholamreza Salimi Khorshidi, Kazem Rahimi:
An Explainable Transformer-Based Deep Learning Model for the Prediction of Incident Heart Failure. IEEE J. Biomed. Health Informatics 26(7): 3362-3372 (2022)
2010 – 2019
- 2014
- [j2]Nongnuch Poolsawad, Lisa Moore, Chandrasekhar Kambhampati, John G. F. Cleland:
Issues in the Mining of Heart Failure Datasets. Int. J. Autom. Comput. 11(2): 162-179 (2014) - [c7]Helen Schonenberg, Steffen Pauws, Cristina Bescos, Christoph Westerteicher, Christos Maramis, Dimitris Filos, Ioanna Chouvarda, Nicos Maglaveras, John G. F. Cleland, Josep Roca:
Evaluation Framework for Care Coordination & Telehealth Deployment. HEALTHINF 2014: 358-365 - [c6]Jan Bohacik, Chandra Kambhampati, Darryl N. Davis, John G. F. Cleland:
Use of cumulative information estimations for risk assessment of heart failure patients. FUZZ-IEEE 2014: 1402-1407 - [c5]Lisa Moore, Chandra Kambhampati, John G. F. Cleland:
Classification of a real live heart failure clinical dataset- Is TAN Bayes better than other Bayes? SMC 2014: 882-887 - 2013
- [j1]Jan Bohacik, Chandrasekhar Kambhampati, Darryl N. Davis, John G. F. Cleland:
Prediction of mortality rates in heart failure patients with data mining methods. Ann. UMCS Informatica 13(2): 7-16 (2013) - [c4]Jan Bohacik, Chandra Kambhampati, Darryl N. Davis, John G. F. Cleland:
Analysis of Fuzzy Decision Trees on Expert Fuzzified Heart Failure Data. SMC 2013: 350-355 - 2012
- [c3]Y. Zhang, Chandrasekhar Kambhampati, Darryl N. Davis, Kevin M. Goode, John G. F. Cleland:
A comparative study of missing value imputation with multiclass classification for clinical heart failure data. FSKD 2012: 2840-2844 - [c2]Nongnuch Poolsawad, Lisa Moore, Chandrasekhar Kambhampati, John G. F. Cleland:
Handling missing values in data mining - A case study of heart failure dataset. FSKD 2012: 2934-2938
2000 – 2009
- 2004
- [c1]Craig Prest, Roger Phillips, Nikolay P. Nikitin, Chris M. Langton, John G. F. Cleland:
Automated left ventricular cardiac MRI segmentation, quantification and visualization using a radial-ray approach. CARS 2004: 1120-1125
Coauthor Index
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