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Detailed information about the Epilesyecosystem dataset (after excluding corr...
[22] The number of preictal intervals is the same as the number of seizures in the public dataset, while for files in the benchmark dataset labels are not publicly known. -
Fixed effects (typical values) of the parameters of the different models.
Par. = parameter. ω = standard deviation of the random effects. R.S.E. = relative standard errors of the estimates. σ = residual error model parameters. *The reduced Gompertz... -
r37980778c78--a92492eeb5a2f1e64dfe0d6faee8f42c
Three subgroups are selected from the database–all patients, males only and females only. BQ: Berlin questionnaire; ESS: Epworth sleepiness scale; BMI: Body mass index; *: the... -
Performance measures for all patients from the EPILEPSIAE dataset (upper sect...
Performance measures for all patients from the EPILEPSIAE dataset (upper section), from the Epilepsyecosystem public dataset (middle section) and Epilepsyecosystem benchmark... -
Comparison of province-level prediction accuracy between full-data and real-t...
These results were computed comparing predictions as if the full data was available at the analysis time with the real-time predictions that build in a 6-biweek (approximately 3... -
Detailed information about patients the from EPILEPSIAE database.
[21] The number of preictal intervals is the same as the number of seizures. -
Models ranked in ascending order of AIC (Akaike information criterion).
Other statistical indices are the log-likelihood estimate (-2LL) and the Bayesian information criterion (BIC). *The reduced Gompertz model is introduced below. -
r37980778c78--ab58a07f879cbf09ff006a4950167b2f
V: Cross Validation (TMUH); T: Testing (SHH); AHI: Apnea hypopnea index; Acc: Accuracy; Sen: Sensitivity; Spe: Specificity; AUC: area under curve; LR+: positive likelihood... -
RMSE, rRMSE, and Pearson's correlation coefficient (ρ) for 1-, 2-, and 3-week...
Models include Twitter data where available (Colombia and Venezuela). The best fit metric for each week-ahead prediction is show in bold. -
r37980778c78--9de8b842f76c94c43650a2de8d11d746
AHI: Apnea hypopnea index; BMI: Body mass index; BQ: Berlin questionnaire; ESS: Epworth sleepiness scale; #,*: the p-value is less than 0.05. -
Prediction of Dengue Outbreaks Based on Disease Surveillance and Meteorologic...
Research is needed to create early warnings of dengue outbreaks to inform stakeholders and control the disease. This analysis composes of a comparative set of prediction models...
