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The flowchart of our work:
Aixia Guo (8808158) ; Nikhilesh R. Mazumder (11361864) ; Daniela P. Ladner (6310698).
https://figshare.com/articles/figure/The_flowchart_of_our_work_/16548789. , 2021
https://figshare.com/articles/figure/The_flowchart_of_our_work_/16548789. , 2021
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Prediction metrics [n (%)] of 3 period cases for 3 machine ..:
Aixia Guo (8808158) ; Nikhilesh R. Mazumder (11361864) ; Daniela P. Ladner (6310698).
https://figshare.com/articles/dataset/Prediction_metrics_n_of_3_period_cases_for_3_machine_learning_models_/16548810. , 2021
https://figshare.com/articles/dataset/Prediction_metrics_n_of_3_period_cases_for_3_machine_learning_models_/16548810. , 2021
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3
Prediction performance by deep neural network (DNN), random..:
Aixia Guo (8808158) ; Nikhilesh R. Mazumder (11361864) ; Daniela P. Ladner (6310698).
https://figshare.com/articles/figure/Prediction_performance_by_deep_neural_network_DNN_random_forest_RF_and_logistic_regression_LR_/16548792. , 2021
https://figshare.com/articles/figure/Prediction_performance_by_deep_neural_network_DNN_random_forest_RF_and_logistic_regression_LR_/16548792. , 2021
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The study features and feature description:
Aixia Guo (8808158) ; Nikhilesh R. Mazumder (11361864) ; Daniela P. Ladner (6310698).
https://figshare.com/articles/journal_contribution/The_study_features_and_feature_description_/16548771. , 2021
https://figshare.com/articles/journal_contribution/The_study_features_and_feature_description_/16548771. , 2021
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Prediction metrics [n (%)] of 3 machine learning models und..:
Aixia Guo (8808158) ; Nikhilesh R. Mazumder (11361864) ; Daniela P. Ladner (6310698).
https://figshare.com/articles/journal_contribution/Prediction_metrics_n_of_3_machine_learning_models_under_10_different_tradeoffs_for_case_of_365_days_/16548783. , 2021
https://figshare.com/articles/journal_contribution/Prediction_metrics_n_of_3_machine_learning_models_under_10_different_tradeoffs_for_case_of_365_days_/16548783. , 2021
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Characteristics [mean (SD) or n (%)] of our study populatio..:
Aixia Guo (8808158) ; Nikhilesh R. Mazumder (11361864) ; Daniela P. Ladner (6310698).
https://figshare.com/articles/dataset/Characteristics_mean_SD_or_n_of_our_study_populations_/16548804. , 2021
https://figshare.com/articles/dataset/Characteristics_mean_SD_or_n_of_our_study_populations_/16548804. , 2021
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7
Prediction metrics [n (%)] of 3 period cases for 3 machine ..:
Aixia Guo (8808158) ; Nikhilesh R. Mazumder (11361864) ; Daniela P. Ladner (6310698).
https://figshare.com/articles/journal_contribution/Prediction_metrics_n_of_3_period_cases_for_3_machine_learning_models_with_mean_strategy_for_imputation_/16548777. , 2021
https://figshare.com/articles/journal_contribution/Prediction_metrics_n_of_3_period_cases_for_3_machine_learning_models_with_mean_strategy_for_imputation_/16548777. , 2021
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Fig 3 -:
Aixia Guo (8808158) ; Nikhilesh R. Mazumder (11361864) ; Daniela P. Ladner (6310698).
https://figshare.com/articles/figure/Fig_3_-/16548798. , 2021
https://figshare.com/articles/figure/Fig_3_-/16548798. , 2021
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9
Prediction performance by deep neural network (DNN), random..:
Aixia Guo (8808158) ; Nikhilesh R. Mazumder (11361864) ; Daniela P. Ladner (6310698).
https://figshare.com/articles/journal_contribution/Prediction_performance_by_deep_neural_network_DNN_random_forest_RF_and_logistic_regression_LR_with_mean_imputation_strategy_/16548765. , 2021
https://figshare.com/articles/journal_contribution/Prediction_performance_by_deep_neural_network_DNN_random_forest_RF_and_logistic_regression_LR_with_mean_imputation_strategy_/16548765. , 2021