John G. F. Cleland

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 2

Top Topics

Prognostic Models

Top Venues

Int. J. Autom. Comput.

Ann. UMCS Informatica

Publications

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 (2023)
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) (2022)
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)
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)
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)
Nongnuch Poolsawad, Lisa Moore, Chandrasekhar Kambhampati, John G. F. Cleland
Issues in the Mining of Heart Failure Datasets. Int. J. Autom. Comput. 11 (2) (2014)
Jan Bohacik, Chandra Kambhampati, Darryl N. Davis, John G. F. Cleland
Analysis of Fuzzy Decision Trees on Expert Fuzzified Heart Failure Data. SMC (2013)
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) (2013)
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)
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)
C. Prest, R. Phillips, N. Nikitin, C. M. Langton, John G. F. Cleland
Automated left ventricular cardiac MRI segmentation, quantification and visualization using a radial-ray approach. CARS (2004)