Synthetic Patient Data Generation and Evaluation in Disease Prediction Using Small and Imbalanced Datasets

Antonio J. Rodríguez-Almeida, Himar Fabelo, Samuel Ortega, Alejandro Deniz, Francisco Javier Balea-Fernández, Eduardo Quevedo, Cristina Soguero-Ruíz, Ana M. Wägner, Gustavo Marrero Callicó. Synthetic Patient Data Generation and Evaluation in Disease Prediction Using Small and Imbalanced Datasets. IEEE Transactions on Information Technology in Biomedicine, 27(6):2670-2680, June 2023. [doi]

Authors

Antonio J. Rodríguez-Almeida

This author has not been identified. Look up 'Antonio J. Rodríguez-Almeida' in Google

Himar Fabelo

This author has not been identified. Look up 'Himar Fabelo' in Google

Samuel Ortega

This author has not been identified. Look up 'Samuel Ortega' in Google

Alejandro Deniz

This author has not been identified. Look up 'Alejandro Deniz' in Google

Francisco Javier Balea-Fernández

This author has not been identified. Look up 'Francisco Javier Balea-Fernández' in Google

Eduardo Quevedo

This author has not been identified. Look up 'Eduardo Quevedo' in Google

Cristina Soguero-Ruíz

This author has not been identified. Look up 'Cristina Soguero-Ruíz' in Google

Ana M. Wägner

This author has not been identified. Look up 'Ana M. Wägner' in Google

Gustavo Marrero Callicó

This author has not been identified. Look up 'Gustavo Marrero Callicó' in Google