John G. F. Cleland

According to our database, John G. F. Cleland authored at least 11 papers between 2004 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Consensus of state of the art mortality prediction models: From all-cause mortality to sudden death prediction.

Yola Jones, Fani Deligianni, Jeff Dalton, Pierpaolo Pellicori, John G. F. Cleland

CoRR, 2023

2022

An Explainable Transformer-Based Deep Learning Model for the Prediction of Incident Heart Failure.

Shishir Rao, Yikuan Li, Rema Ramakrishnan, Abdelaali Hassaïne, Dexter Canoy, John G. F. Cleland, Thomas Lukasiewicz, Gholamreza Salimi Khorshidi, Kazem Rahimi

IEEE J. Biomed. Health Informatics, 2022

2014

Issues in the Mining of Heart Failure Datasets.

Nongnuch Poolsawad, Lisa Moore, Chandrasekhar Kambhampati, John G. F. Cleland

Int. J. Autom. Comput., 2014

Classification of a real live heart failure clinical dataset- Is TAN Bayes better than other Bayes?

Lisa Moore, Chandra Kambhampati, John G. F. Cleland

Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

Use of cumulative information estimations for risk assessment of heart failure patients.

Jan Bohacik, Chandra Kambhampati, Darryl N. Davis, John G. F. Cleland

Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

Evaluation Framework for Care Coordination & Telehealth Deployment.

Helen Schonenberg, Steffen Pauws, Cristina Bescos, Christoph Westerteicher, Christos Maramis, Dimitris Filos, Ioanna Chouvarda, Nicos Maglaveras, John G. F. Cleland, Josep Roca

Proceedings of the HEALTHINF 2014, 2014

2013

Prediction of mortality rates in heart failure patients with data mining methods.

Jan Bohacik, Chandrasekhar Kambhampati, Darryl N. Davis, John G. F. Cleland

Ann. UMCS Informatica, 2013

Analysis of Fuzzy Decision Trees on Expert Fuzzified Heart Failure Data.

Jan Bohacik, Chandra Kambhampati, Darryl N. Davis, John G. F. Cleland

Proceedings of the IEEE International Conference on Systems, 2013

2012

A comparative study of missing value imputation with multiclass classification for clinical heart failure data.

Y. Zhang, Chandrasekhar Kambhampati, Darryl N. Davis, Kevin M. Goode, John G. F. Cleland

Proceedings of the 9th International Conference on Fuzzy Systems and Knowledge Discovery, 2012

Handling missing values in data mining - A case study of heart failure dataset.

Nongnuch Poolsawad, Lisa Moore, Chandrasekhar Kambhampati, John G. F. Cleland

Proceedings of the 9th International Conference on Fuzzy Systems and Knowledge Discovery, 2012

2004

Automated left ventricular cardiac MRI segmentation, quantification and visualization using a radial-ray approach.

Craig Prest, Roger Phillips, Nikolay P. Nikitin, Chris M. Langton, John G. F. Cleland

Proceedings of the CARS 2004. Computer Assisted Radiology and Surgery. Proceedings of the 18th International Congress and Exhibition, 2004