2 Works

Additional file 1 of Predictors of shorter- and longer-term mortality after COVID-19 presentation among dialysis patients: parallel use of machine learning models in Latin and North American countries

Adrián M. Guinsburg, Yue Jiao, María Inés Díaz Bessone, Caitlin K. Monaghan, Beatriz Magalhães, Michael A. Kraus, Peter Kotanko, Jeffrey L. Hymes, Robert J. Kossmann, Juan Carlos Berbessi, Franklin W. Maddux, Len A. Usvyat & John W. Larkin
Additional file 1: Supplementary Table 1. Initial, Tuning Range, and Final Hyperparameter Settings for Models. Supplementary Table 2. Mean SHAP values for all predictors of death any time after COVID-19 presentation, by region. Supplementary Table 3. Mean SHAP values for all predictors of death 0-14 days after COVID-19 presentation, by region. Supplementary Table 4. Mean SHAP values for all predictors of death 15-30 days after COVID-19 presentation, by region. Supplementary Table 5. Mean SHAP values...

Additional file 1 of Predictors of shorter- and longer-term mortality after COVID-19 presentation among dialysis patients: parallel use of machine learning models in Latin and North American countries

Adrián M. Guinsburg, Yue Jiao, María Inés Díaz Bessone, Caitlin K. Monaghan, Beatriz Magalhães, Michael A. Kraus, Peter Kotanko, Jeffrey L. Hymes, Robert J. Kossmann, Juan Carlos Berbessi, Franklin W. Maddux, Len A. Usvyat & John W. Larkin
Additional file 1: Supplementary Table 1. Initial, Tuning Range, and Final Hyperparameter Settings for Models. Supplementary Table 2. Mean SHAP values for all predictors of death any time after COVID-19 presentation, by region. Supplementary Table 3. Mean SHAP values for all predictors of death 0-14 days after COVID-19 presentation, by region. Supplementary Table 4. Mean SHAP values for all predictors of death 15-30 days after COVID-19 presentation, by region. Supplementary Table 5. Mean SHAP values...

Registration Year

  • 2022
    2

Resource Types

  • Text
    2

Affiliations

  • PSL Research University
    2
  • Fresenius Medical Care (United States)
    2
  • Inserm
    2
  • Pontifícia Universidade Católica do Paraná
    2
  • Renal Research Institute
    2
  • Icahn School of Medicine at Mount Sinai
    2
  • Fresenius Medical Care (Germany)
    2