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Antonia Tsvetanova
ORCID
Publication Activity (10 Years)
Years Active: 2021-2023
Publications (10 Years): 4
Top Topics
Missing Data
Stepwise Regression
Prediction Model
Monte Carlo
Top Venues
AMIA
MedInfo
ICHI
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Publications
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Antonia Tsvetanova
,
Matthew Sperrin
,
David A. Jenkins
,
Niels Peek
,
Iain E. Buchan
,
Stephanie L. Hyland
,
Glen P. Martin
Compatibility in Missing Data Handling Across the Prediction Model Pipeline: A Simulation Study.
MedInfo
(2023)
Antonia Tsvetanova
,
Matthew Sperrin
,
Niels Peek
,
Iain E. Buchan
,
Stephanie L. Yland
,
Glen P. Martin
Quantifying the problem of inconsistent missing data handling across the pipeline of Clinical Prediction Models: A simulation study.
AMIA
(2022)
Antonia Tsvetanova
,
Glen P. Martin
,
Matthew Sperrin
,
Niels Peek
,
Iain E. Buchan
,
Stephanie L. Hyland
Inconsistencies in handling missing data across stages of prediction modelling: a review of methods used.
AMIA
(2021)
Antonia Tsvetanova
,
Matthew Sperrin
,
Niels Peek
,
Iain E. Buchan
,
Stephanie L. Hyland
,
Glen P. Martin
Inconsistencies in handling missing data across stages of prediction modelling: a review of methods used.
ICHI
(2021)