Development and validation of forecasting next reported seizure using e-diaries.
Sign Up to like & getrecommendations! Published in 2020 at "Annals of neurology"
DOI: 10.1002/ana.25812
Abstract: OBJECTIVE There are no validated methods for predicting the timing of seizures. Using machine learning, we sought to forecast 24-hour risk of self-reported seizure from e-diaries. METHODS Data from 5,419 patients of SeizureTracker.com (including seizure… read more here.
Keywords: development validation; brier score; seizure; reported seizure ... See more keywords
Modified Brier score for evaluating prediction accuracy for binary outcomes
Sign Up to like & getrecommendations! Published in 2022 at "Statistical Methods in Medical Research"
DOI: 10.1177/09622802221122391
Abstract: The Brier score has been a popular measure of prediction accuracy for binary outcomes. However, it is not straightforward to interpret the Brier score for a prediction model since its value depends on the outcome… read more here.
Keywords: brier score; prediction; binary outcomes; prediction accuracy ... See more keywords