John G. F. Cleland

14 papers B 3Journal 7Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
A transformer-based survival model for prediction of all-cause mortality in patients with heart failure: a multi-cohort study.
npj Digit. Medicine
Shishir Rao, Nouman Ahmed, Gholamreza Salimi-Khorshidi, Christopher Yau, Huimin Su, Nathalie Conrad, Folkert W. Asselbergs, Mark Woodward, Rod Jackson, John G. F. Cleland, Kazem Rahimi
2025 J jnl
A Transformer-based survival model for prediction of all-cause mortality in heart failure patients: a multi-cohort study.
CoRR
Shishir Rao, Nouman Ahmed, Gholamreza Salimi-Khorshidi, Christopher Yau, Huimin Su, Nathalie Conrad, Folkert W. Asselbergs, Mark Woodward, Rod Jackson, John G. F. Cleland, Kazem Rahimi
2023 J jnl
Consensus of state of the art mortality prediction models: From all-cause mortality to sudden death prediction.
CoRR
Yola Jones, Fani Deligianni, Jeff Dalton, Pierpaolo Pellicori, John G. F. Cleland
2022 J jnl
An Explainable Transformer-Based Deep Learning Model for the Prediction of Incident Heart Failure.
IEEE J. Biomed. Health Informatics
Shishir Rao, Yikuan Li, Rema Ramakrishnan, Abdelaali Hassaïne, Dexter Canoy, John G. F. Cleland, Thomas Lukasiewicz, Gholamreza Salimi Khorshidi, Kazem Rahimi
2021 J jnl
An explainable Transformer-based deep learning model for the prediction of incident heart failure.
CoRR
Shishir Rao, Yikuan Li, Rema Ramakrishnan, Abdelaali Hassaïne, Dexter Canoy, John G. F. Cleland, Thomas Lukasiewicz, Gholamreza Salimi Khorshidi, Kazem Rahimi
2014 B conf
Classification of a real live heart failure clinical dataset- Is TAN Bayes better than other Bayes?
SMC
Lisa Moore, Chandra Kambhampati, John G. F. Cleland
2014 — conf
Evaluation Framework for Care Coordination & Telehealth Deployment.
HEALTHINF
Helen Schonenberg, Steffen Pauws, Cristina Bescos, Christoph Westerteicher, Christos Maramis, Dimitris Filos, Ioanna Chouvarda, Nicos Maglaveras, John G. F. Cleland, Josep Roca
2014 J jnl
Issues in the Mining of Heart Failure Datasets.
Int. J. Autom. Comput.
Nongnuch Poolsawad, Lisa Moore, Chandrasekhar Kambhampati, John G. F. Cleland
2014 B conf
Use of cumulative information estimations for risk assessment of heart failure patients.
FUZZ-IEEE
Jan Bohacik, Chandra Kambhampati, Darryl N. Davis, John G. F. Cleland
2013 B conf
Analysis of Fuzzy Decision Trees on Expert Fuzzified Heart Failure Data.
SMC
Jan Bohacik, Chandra Kambhampati, Darryl N. Davis, John G. F. Cleland
2013 J jnl
Prediction of mortality rates in heart failure patients with data mining methods.
Ann. UMCS Informatica
Jan Bohacik, Chandrasekhar Kambhampati, Darryl N. Davis, John G. F. Cleland
2012 — conf
A comparative study of missing value imputation with multiclass classification for clinical heart failure data.
FSKD
Y. Zhang, Chandrasekhar Kambhampati, Darryl N. Davis, Kevin M. Goode, John G. F. Cleland
2012 — conf
Handling missing values in data mining - A case study of heart failure dataset.
FSKD
Nongnuch Poolsawad, Lisa Moore, Chandrasekhar Kambhampati, John G. F. Cleland
2004 — conf
Automated left ventricular cardiac MRI segmentation, quantification and visualization using a radial-ray approach.
CARS
Craig Prest, Roger Phillips, Nikolay P. Nikitin, Chris M. Langton, John G. F. Cleland