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Sex differences in clinical presentation and mortality in e..:
Wanrooij, Vera H. M. ; Cobussen, Maarten ; Stoffers, Judith...
Annals of Medicine. 55 (2023) 2 - p. , 2023
Annals of Medicine. 55 (2023) 2 - p. , 2023
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A comparison of machine learning models versus clinical eva..:
van Doorn, William P. T. M. ; Stassen, Patricia M. ; Borggreve, Hella F....
PLOS ONE. 16 (2021) 1 - p. e0245157 , 2021
PLOS ONE. 16 (2021) 1 - p. e0245157 , 2021
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3
Sex differences in clinical presentation and mortality in e..:
Vera H. M. Wanrooij ; Maarten Cobussen ; Judith Stoffers...
https://www.tandfonline.com/doi/10.1080/07853890.2023.2244873. , 2023
https://www.tandfonline.com/doi/10.1080/07853890.2023.2244873. , 2023
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A comparison of machine learning models versus clinical eva..:
William P T M van Doorn ; Patricia M Stassen ; Hella F Borggreve...
https://doi.org/10.1371/journal.pone.0245157. , 2021
https://doi.org/10.1371/journal.pone.0245157. , 2021
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Overview of variables present in the datasets:
William P. T. M. van Doorn (10004488) ; Patricia M. Stassen (7460576) ; Hella F. Borggreve (10004491)...
https://figshare.com/articles/journal_contribution/Overview_of_variables_present_in_the_datasets_/13608175. , 2021
https://figshare.com/articles/journal_contribution/Overview_of_variables_present_in_the_datasets_/13608175. , 2021
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Extended description of clinical criteria and risk scores:
William P. T. M. van Doorn (10004488) ; Patricia M. Stassen (7460576) ; Hella F. Borggreve (10004491)...
https://figshare.com/articles/journal_contribution/Extended_description_of_clinical_criteria_and_risk_scores_/13608169. , 2021
https://figshare.com/articles/journal_contribution/Extended_description_of_clinical_criteria_and_risk_scores_/13608169. , 2021
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7
Machine learning comparison to alternating physician groups:
William P. T. M. van Doorn (10004488) ; Patricia M. Stassen (7460576) ; Hella F. Borggreve (10004491)...
https://figshare.com/articles/journal_contribution/Machine_learning_comparison_to_alternating_physician_groups_/13608193. , 2021
https://figshare.com/articles/journal_contribution/Machine_learning_comparison_to_alternating_physician_groups_/13608193. , 2021
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8
Comparison of XGBoost model with internal medicine physicia..:
William P. T. M. van Doorn (10004488) ; Patricia M. Stassen (7460576) ; Hella F. Borggreve (10004491)...
https://figshare.com/articles/figure/Comparison_of_XGBoost_model_with_internal_medicine_physicians_and_clinical_risk_scores_/13608220. , 2021
https://figshare.com/articles/figure/Comparison_of_XGBoost_model_with_internal_medicine_physicians_and_clinical_risk_scores_/13608220. , 2021
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9
Overview of study design and model development:
William P. T. M. van Doorn (10004488) ; Patricia M. Stassen (7460576) ; Hella F. Borggreve (10004491)...
https://figshare.com/articles/figure/Overview_of_study_design_and_model_development_/13608211. , 2021
https://figshare.com/articles/figure/Overview_of_study_design_and_model_development_/13608211. , 2021
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10
Extended comparison of machine learning models with interna..:
William P. T. M. van Doorn (10004488) ; Patricia M. Stassen (7460576) ; Hella F. Borggreve (10004491)...
https://figshare.com/articles/journal_contribution/Extended_comparison_of_machine_learning_models_with_internal_medicine_physicians_and_clinical_risk_scores_/13608187. , 2021
https://figshare.com/articles/journal_contribution/Extended_comparison_of_machine_learning_models_with_internal_medicine_physicians_and_clinical_risk_scores_/13608187. , 2021
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11
Receiver operating characteristic analysis of machine learn..:
William P. T. M. van Doorn (10004488) ; Patricia M. Stassen (7460576) ; Hella F. Borggreve (10004491)...
https://figshare.com/articles/journal_contribution/Receiver_operating_characteristic_analysis_of_machine_learning_model_risk_scores_and_internal_medicine_physicians_/13608205. , 2021
https://figshare.com/articles/journal_contribution/Receiver_operating_characteristic_analysis_of_machine_learning_model_risk_scores_and_internal_medicine_physicians_/13608205. , 2021
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12
Comparison of baseline statistical and machine learning mod..:
William P. T. M. van Doorn (10004488) ; Patricia M. Stassen (7460576) ; Hella F. Borggreve (10004491)...
https://figshare.com/articles/journal_contribution/Comparison_of_baseline_statistical_and_machine_learning_models_for_predicting_31-day_mortality_risk_/13608178. , 2021
https://figshare.com/articles/journal_contribution/Comparison_of_baseline_statistical_and_machine_learning_models_for_predicting_31-day_mortality_risk_/13608178. , 2021
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Inter-rater agreement of internal medicine physicians:
William P. T. M. van Doorn (10004488) ; Patricia M. Stassen (7460576) ; Hella F. Borggreve (10004491)...
https://figshare.com/articles/journal_contribution/Inter-rater_agreement_of_internal_medicine_physicians_/13608190. , 2021
https://figshare.com/articles/journal_contribution/Inter-rater_agreement_of_internal_medicine_physicians_/13608190. , 2021
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14
Flow diagram of study inclusion:
William P. T. M. van Doorn (10004488) ; Patricia M. Stassen (7460576) ; Hella F. Borggreve (10004491)...
https://figshare.com/articles/journal_contribution/Flow_diagram_of_study_inclusion_/13608196. , 2021
https://figshare.com/articles/journal_contribution/Flow_diagram_of_study_inclusion_/13608196. , 2021
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15
Five-fold cross validation of diagnostic performance of XGB..:
William P. T. M. van Doorn (10004488) ; Patricia M. Stassen (7460576) ; Hella F. Borggreve (10004491)...
https://figshare.com/articles/journal_contribution/Five-fold_cross_validation_of_diagnostic_performance_of_XGBoost_models_/13608199. , 2021
https://figshare.com/articles/journal_contribution/Five-fold_cross_validation_of_diagnostic_performance_of_XGBoost_models_/13608199. , 2021