Antonia Tsvetanova

According to our database, Antonia Tsvetanova authored at least 3 papers between 2021 and 2023.

Collaborative distances:

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

2023

Compatibility in Missing Data Handling Across the Prediction Model Pipeline: A Simulation Study.

Antonia Tsvetanova, Matthew Sperrin, David A. Jenkins, Niels Peek, Iain E. Buchan, Stephanie L. Hyland, Glen P. Martin

Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

2022

Quantifying the problem of inconsistent missing data handling across the pipeline of Clinical Prediction Models: A simulation study.

Antonia Tsvetanova, Matthew Sperrin, Niels Peek, Iain E. Buchan, Stephanie L. Yland, Glen P. Martin

Proceedings of the AMIA 2022, 2022

2021

Inconsistencies in handling missing data across stages of prediction modelling: a review of methods used.

Antonia Tsvetanova, Glen P. Martin, Matthew Sperrin, Niels Peek, Iain E. Buchan, Stephanie L. Hyland

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021