المؤلفون: Christian Blüthgen (9460956), Miriam Patella (447560), André Euler (8781737), Bettina Baessler (8980760), Katharina Martini (2802418), Jochen von Spiczak (801404), Didier Schneiter (11858721), Isabelle Opitz (802092), Thomas Frauenfelder (82126)

مصطلحات موضوعية: Medicine, Cell Biology, Molecular Biology, Biotechnology, Developmental Biology, Cancer, Plant Biology, Virology, Biological Sciences not elsewhere classified, thymic epithelial tumor, shapley additive explanation, repeated nested cross, random forest classifiers, intra -/ inter, applying exclusion criteria, 9 &# 8211, 9 %, 8 &# 8211, 8 %, 6 %, 57 &# 177, 22 &# 8211, useful imaging biomarker, fold predictions ), computed tomography radiomics, 1316 radiomic features, histologically confirmed tet, 3 &# 8211, 25 %) features

Time: 95

Relation: https://figshare.com/articles/journal_contribution/Correlogram_of_features_selected_for_the_differentiation_of_early_and_advanced_TNM_stage_TET_/17300595

الاتاحة: https://doi.org/10.1371/journal.pone.0261401.s002

المؤلفون: Christian Blüthgen (9460956), Miriam Patella (447560), André Euler (8781737), Bettina Baessler (8980760), Katharina Martini (2802418), Jochen von Spiczak (801404), Didier Schneiter (11858721), Isabelle Opitz (802092), Thomas Frauenfelder (82126)

مصطلحات موضوعية: Medicine, Cell Biology, Molecular Biology, Biotechnology, Developmental Biology, Cancer, Plant Biology, Virology, Biological Sciences not elsewhere classified, thymic epithelial tumor, shapley additive explanation, repeated nested cross, random forest classifiers, intra -/ inter, applying exclusion criteria, 9 &# 8211, 9 %, 8 &# 8211, 8 %, 6 %, 57 &# 177, 22 &# 8211, useful imaging biomarker, fold predictions ), computed tomography radiomics, 1316 radiomic features, histologically confirmed tet, 3 &# 8211, 25 %) features

Time: 95

Relation: https://figshare.com/articles/journal_contribution/Correlogram_of_features_selected_for_the_differentiation_of_low-risk_and_high-risk_TET_/17300589

الاتاحة: https://doi.org/10.1371/journal.pone.0261401.s001

المؤلفون: Christian Blüthgen (9460956), Miriam Patella (447560), André Euler (8781737), Bettina Baessler (8980760), Katharina Martini (2802418), Jochen von Spiczak (801404), Didier Schneiter (11858721), Isabelle Opitz (802092), Thomas Frauenfelder (82126)

مصطلحات موضوعية: Medicine, Cell Biology, Molecular Biology, Biotechnology, Developmental Biology, Cancer, Plant Biology, Virology, Biological Sciences not elsewhere classified, thymic epithelial tumor, shapley additive explanation, repeated nested cross, random forest classifiers, intra -/ inter, applying exclusion criteria, 9 &# 8211, 9 %, 8 &# 8211, 8 %, 6 %, 57 &# 177, 22 &# 8211, useful imaging biomarker, fold predictions ), computed tomography radiomics, 1316 radiomic features, histologically confirmed tet, 3 &# 8211, 25 %) features

Time: 95

Relation: https://figshare.com/articles/journal_contribution/Correlogram_of_features_selected_for_the_prediction_of_myasthenia_gravis_/17300601

الاتاحة: https://doi.org/10.1371/journal.pone.0261401.s003

المؤلفون: Christian Blüthgen (9460956), Miriam Patella (447560), André Euler (8781737), Bettina Baessler (8980760), Katharina Martini (2802418), Jochen von Spiczak (801404), Didier Schneiter (11858721), Isabelle Opitz (802092), Thomas Frauenfelder (82126)

مصطلحات موضوعية: Medicine, Cell Biology, Molecular Biology, Biotechnology, Developmental Biology, Cancer, Plant Biology, Virology, Biological Sciences not elsewhere classified, thymic epithelial tumor, shapley additive explanation, repeated nested cross, random forest classifiers, intra -/ inter, applying exclusion criteria, 9 &# 8211, 9 %, 8 &# 8211, 8 %, 6 %, 57 &# 177, 22 &# 8211, useful imaging biomarker, fold predictions ), computed tomography radiomics, 1316 radiomic features, histologically confirmed tet, 3 &# 8211, 25 %) features

Time: 95

Relation: https://figshare.com/articles/journal_contribution/Performance_of_different_methods_for_the_three_studied_classification_tasks_/17300607

الاتاحة: https://doi.org/10.1371/journal.pone.0261401.s004

المؤلفون: Christian Blüthgen (9460956), Miriam Patella (447560), André Euler (8781737), Bettina Baessler (8980760), Katharina Martini (2802418), Jochen von Spiczak (801404), Didier Schneiter (11858721), Isabelle Opitz (802092), Thomas Frauenfelder (82126)

مصطلحات موضوعية: Medicine, Cell Biology, Molecular Biology, Biotechnology, Developmental Biology, Cancer, Plant Biology, Virology, Biological Sciences not elsewhere classified, thymic epithelial tumor, shapley additive explanation, repeated nested cross, random forest classifiers, intra -/ inter, applying exclusion criteria, 9 &# 8211, 9 %, 8 &# 8211, 8 %, 6 %, 57 &# 177, 22 &# 8211, useful imaging biomarker, fold predictions ), computed tomography radiomics, 1316 radiomic features, histologically confirmed tet, 3 &# 8211, 25 %) features

Time: 95

Relation: https://figshare.com/articles/dataset/TET_radiomic_features_/17300610

الاتاحة: https://doi.org/10.1371/journal.pone.0261401.s005

المؤلفون: Christian Blüthgen (9460956), Miriam Patella (447560), André Euler (8781737), Bettina Baessler (8980760), Katharina Martini (2802418), Jochen von Spiczak (801404), Didier Schneiter (11858721), Isabelle Opitz (802092), Thomas Frauenfelder (82126)

مصطلحات موضوعية: Medicine, Cell Biology, Molecular Biology, Biotechnology, Developmental Biology, Cancer, Plant Biology, Virology, Biological Sciences not elsewhere classified, thymic epithelial tumor, shapley additive explanation, repeated nested cross, random forest classifiers, intra -/ inter, applying exclusion criteria, 9 &# 8211, 9 %, 8 &# 8211, 8 %, 6 %, 57 &# 177, 22 &# 8211, useful imaging biomarker, fold predictions ), computed tomography radiomics, 1316 radiomic features, histologically confirmed tet, 3 &# 8211, 25 %) features

Time: 95

Relation: https://figshare.com/articles/figure/Repeated_nested_cross-validation_process_for_feature_selection_hyperparameter_selection_and_model_evaluation_/17300616

الاتاحة: https://doi.org/10.1371/journal.pone.0261401.g001

المؤلفون: Christian Blüthgen (9460956), Miriam Patella (447560), André Euler (8781737), Bettina Baessler (8980760), Katharina Martini (2802418), Jochen von Spiczak (801404), Didier Schneiter (11858721), Isabelle Opitz (802092), Thomas Frauenfelder (82126)

مصطلحات موضوعية: Medicine, Cell Biology, Molecular Biology, Biotechnology, Developmental Biology, Cancer, Plant Biology, Virology, Biological Sciences not elsewhere classified, thymic epithelial tumor, shapley additive explanation, repeated nested cross, random forest classifiers, intra -/ inter, applying exclusion criteria, 9 &# 8211, 9 %, 8 &# 8211, 8 %, 6 %, 57 &# 177, 22 &# 8211, useful imaging biomarker, fold predictions ), computed tomography radiomics, 1316 radiomic features, histologically confirmed tet, 3 &# 8211, 25 %) features

Time: 95

Relation: https://figshare.com/articles/figure/Feature_selection_/17300622

الاتاحة: https://doi.org/10.1371/journal.pone.0261401.g002

المؤلفون: Christian Blüthgen (9460956), Miriam Patella (447560), André Euler (8781737), Bettina Baessler (8980760), Katharina Martini (2802418), Jochen von Spiczak (801404), Didier Schneiter (11858721), Isabelle Opitz (802092), Thomas Frauenfelder (82126)

مصطلحات موضوعية: Medicine, Cell Biology, Molecular Biology, Biotechnology, Developmental Biology, Cancer, Plant Biology, Virology, Biological Sciences not elsewhere classified, thymic epithelial tumor, shapley additive explanation, repeated nested cross, random forest classifiers, intra -/ inter, applying exclusion criteria, 9 &# 8211, 9 %, 8 &# 8211, 8 %, 6 %, 57 &# 177, 22 &# 8211, useful imaging biomarker, fold predictions ), computed tomography radiomics, 1316 radiomic features, histologically confirmed tet, 3 &# 8211, 25 %) features

Time: 95

Relation: https://figshare.com/articles/figure/Correlogram_of_all_selected_radiomic_features_/17300631

الاتاحة: https://doi.org/10.1371/journal.pone.0261401.g003

المؤلفون: Christian Blüthgen (9460956), Miriam Patella (447560), André Euler (8781737), Bettina Baessler (8980760), Katharina Martini (2802418), Jochen von Spiczak (801404), Didier Schneiter (11858721), Isabelle Opitz (802092), Thomas Frauenfelder (82126)

مصطلحات موضوعية: Medicine, Cell Biology, Molecular Biology, Biotechnology, Developmental Biology, Cancer, Plant Biology, Virology, Biological Sciences not elsewhere classified, thymic epithelial tumor, shapley additive explanation, repeated nested cross, random forest classifiers, intra -/ inter, applying exclusion criteria, 9 &# 8211, 9 %, 8 &# 8211, 8 %, 6 %, 57 &# 177, 22 &# 8211, useful imaging biomarker, fold predictions ), computed tomography radiomics, 1316 radiomic features, histologically confirmed tet, 3 &# 8211, 25 %) features

Time: 95

Relation: https://figshare.com/articles/figure/Fig_4_-/17300637

الاتاحة: https://doi.org/10.1371/journal.pone.0261401.g004

المؤلفون: Christian Blüthgen (9460956), Miriam Patella (447560), André Euler (8781737), Bettina Baessler (8980760), Katharina Martini (2802418), Jochen von Spiczak (801404), Didier Schneiter (11858721), Isabelle Opitz (802092), Thomas Frauenfelder (82126)

مصطلحات موضوعية: Medicine, Cell Biology, Molecular Biology, Biotechnology, Developmental Biology, Cancer, Plant Biology, Virology, Biological Sciences not elsewhere classified, thymic epithelial tumor, shapley additive explanation, repeated nested cross, random forest classifiers, intra -/ inter, applying exclusion criteria, 9 &# 8211, 9 %, 8 &# 8211, 8 %, 6 %, 57 &# 177, 22 &# 8211, useful imaging biomarker, fold predictions ), computed tomography radiomics, 1316 radiomic features, histologically confirmed tet, 3 &# 8211, 25 %) features

Time: 95

Relation: https://figshare.com/articles/figure/Fig_6_-/17300649

الاتاحة: https://doi.org/10.1371/journal.pone.0261401.g006

المؤلفون: Christian Blüthgen (9460956), Miriam Patella (447560), André Euler (8781737), Bettina Baessler (8980760), Katharina Martini (2802418), Jochen von Spiczak (801404), Didier Schneiter (11858721), Isabelle Opitz (802092), Thomas Frauenfelder (82126)

مصطلحات موضوعية: Medicine, Cell Biology, Molecular Biology, Biotechnology, Developmental Biology, Cancer, Plant Biology, Virology, Biological Sciences not elsewhere classified, thymic epithelial tumor, shapley additive explanation, repeated nested cross, random forest classifiers, intra -/ inter, applying exclusion criteria, 9 &# 8211, 9 %, 8 &# 8211, 8 %, 6 %, 57 &# 177, 22 &# 8211, useful imaging biomarker, fold predictions ), computed tomography radiomics, 1316 radiomic features, histologically confirmed tet, 3 &# 8211, 25 %) features

Time: 95

Relation: https://figshare.com/articles/figure/Receiver_operator_characteristic_curves_of_the_random_forest_classifier_performance_in_each_category_/17300640

الاتاحة: https://doi.org/10.1371/journal.pone.0261401.g005

المؤلفون: Christian Blüthgen (9460956), Miriam Patella (447560), André Euler (8781737), Bettina Baessler (8980760), Katharina Martini (2802418), Jochen von Spiczak (801404), Didier Schneiter (11858721), Isabelle Opitz (802092), Thomas Frauenfelder (82126)

مصطلحات موضوعية: Medicine, Cell Biology, Molecular Biology, Biotechnology, Developmental Biology, Cancer, Plant Biology, Virology, Biological Sciences not elsewhere classified, thymic epithelial tumor, shapley additive explanation, repeated nested cross, random forest classifiers, intra -/ inter, applying exclusion criteria, 9 &# 8211, 9 %, 8 &# 8211, 8 %, 6 %, 57 &# 177, 22 &# 8211, useful imaging biomarker, fold predictions ), computed tomography radiomics, 1316 radiomic features, histologically confirmed tet, 3 &# 8211, 25 %) features

Time: 95

Relation: https://figshare.com/articles/dataset/Patient_characteristics_/17300655

الاتاحة: https://doi.org/10.1371/journal.pone.0261401.t001