المؤلفون: Gorka Lasso (215085), Saad Khan (296295), Stephanie A. Allen (11965463), Margarette Mariano (11965466), Catalina Florez (9905549), Erika P. Orner (11965469), Jose A. Quiroz (7832153), Gregory Quevedo (7133642), Aldo Massimi (8933996), Aditi Hegde (11965472), Ariel S. Wirchnianski (9905546), Robert H. Bortz III (11965475), Ryan J. Malonis (7832156), George I. Georgiev (9905522), Karen Tong (9905528), Natalia G. Herrera (3720082), Nicholas C. Morano (9905516), Scott J. Garforth (90494), Avinash Malaviya (11965478), Ahmed Khokhar (11965481), Ethan Laudermilch (9905552), M. Eugenia Dieterle (9905558), J. Maximilian Fels (9905555), Denise Haslwanter (4439281), Rohit K. Jangra (6639905), Jason Barnhill (9905561), Steven C. Almo (198342), Kartik Chandran (134142), Jonathan R. Lai (1339662), Libusha Kelly (61267), Johanna P. Daily (7832177), Olivia Vergnolle (3839596)

مصطلحات موضوعية: Biotechnology, Immunology, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, white blood cell, wbc ), neutrophil, support decision making, shapley additive explanations, predicting fatality risk, powerful monitoring tool, higher predictive value, assessing fatality risk, predictive models rely, performing predictive models, machine learning models, inform clinical models, static demographic features, dependent biomarkers associated, immune biomarkers contribute, accurate outcome models, clinical outcome, immune biomarkers, models trained, substantially contribute, dependent manner, models based, %22">xlink ">, temporal analysis, symptom onset

Relation: https://figshare.com/articles/journal_contribution/Symptoms_and_complication_cohort_characteristics_/18646817

الاتاحة: https://doi.org/10.1371/journal.pcbi.1009778.s015

المؤلفون: Gorka Lasso (215085), Saad Khan (296295), Stephanie A. Allen (11965463), Margarette Mariano (11965466), Catalina Florez (9905549), Erika P. Orner (11965469), Jose A. Quiroz (7832153), Gregory Quevedo (7133642), Aldo Massimi (8933996), Aditi Hegde (11965472), Ariel S. Wirchnianski (9905546), Robert H. Bortz III (11965475), Ryan J. Malonis (7832156), George I. Georgiev (9905522), Karen Tong (9905528), Natalia G. Herrera (3720082), Nicholas C. Morano (9905516), Scott J. Garforth (90494), Avinash Malaviya (11965478), Ahmed Khokhar (11965481), Ethan Laudermilch (9905552), M. Eugenia Dieterle (9905558), J. Maximilian Fels (9905555), Denise Haslwanter (4439281), Rohit K. Jangra (6639905), Jason Barnhill (9905561), Steven C. Almo (198342), Kartik Chandran (134142), Jonathan R. Lai (1339662), Libusha Kelly (61267), Johanna P. Daily (7832177), Olivia Vergnolle (3839596)

مصطلحات موضوعية: Biotechnology, Immunology, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, white blood cell, wbc ), neutrophil, support decision making, shapley additive explanations, predicting fatality risk, powerful monitoring tool, higher predictive value, assessing fatality risk, predictive models rely, performing predictive models, machine learning models, inform clinical models, static demographic features, dependent biomarkers associated, immune biomarkers contribute, accurate outcome models, clinical outcome, immune biomarkers, models trained, substantially contribute, dependent manner, models based, %22">xlink ">, temporal analysis, symptom onset

Relation: https://figshare.com/articles/journal_contribution/Machine_learning_/18646844

الاتاحة: https://doi.org/10.1371/journal.pcbi.1009778.s018

المؤلفون: Gorka Lasso (215085), Saad Khan (296295), Stephanie A. Allen (11965463), Margarette Mariano (11965466), Catalina Florez (9905549), Erika P. Orner (11965469), Jose A. Quiroz (7832153), Gregory Quevedo (7133642), Aldo Massimi (8933996), Aditi Hegde (11965472), Ariel S. Wirchnianski (9905546), Robert H. Bortz III (11965475), Ryan J. Malonis (7832156), George I. Georgiev (9905522), Karen Tong (9905528), Natalia G. Herrera (3720082), Nicholas C. Morano (9905516), Scott J. Garforth (90494), Avinash Malaviya (11965478), Ahmed Khokhar (11965481), Ethan Laudermilch (9905552), M. Eugenia Dieterle (9905558), J. Maximilian Fels (9905555), Denise Haslwanter (4439281), Rohit K. Jangra (6639905), Jason Barnhill (9905561), Steven C. Almo (198342), Kartik Chandran (134142), Jonathan R. Lai (1339662), Libusha Kelly (61267), Johanna P. Daily (7832177), Olivia Vergnolle (3839596)

مصطلحات موضوعية: Biotechnology, Immunology, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, white blood cell, wbc ), neutrophil, support decision making, shapley additive explanations, predicting fatality risk, powerful monitoring tool, higher predictive value, assessing fatality risk, predictive models rely, performing predictive models, machine learning models, inform clinical models, static demographic features, dependent biomarkers associated, immune biomarkers contribute, accurate outcome models, clinical outcome, immune biomarkers, models trained, substantially contribute, dependent manner, models based, %22">xlink ">, temporal analysis, symptom onset

Relation: https://figshare.com/articles/journal_contribution/Shapley_regression_/18646853

الاتاحة: https://doi.org/10.1371/journal.pcbi.1009778.s019

المؤلفون: Gorka Lasso (215085), Saad Khan (296295), Stephanie A. Allen (11965463), Margarette Mariano (11965466), Catalina Florez (9905549), Erika P. Orner (11965469), Jose A. Quiroz (7832153), Gregory Quevedo (7133642), Aldo Massimi (8933996), Aditi Hegde (11965472), Ariel S. Wirchnianski (9905546), Robert H. Bortz III (11965475), Ryan J. Malonis (7832156), George I. Georgiev (9905522), Karen Tong (9905528), Natalia G. Herrera (3720082), Nicholas C. Morano (9905516), Scott J. Garforth (90494), Avinash Malaviya (11965478), Ahmed Khokhar (11965481), Ethan Laudermilch (9905552), M. Eugenia Dieterle (9905558), J. Maximilian Fels (9905555), Denise Haslwanter (4439281), Rohit K. Jangra (6639905), Jason Barnhill (9905561), Steven C. Almo (198342), Kartik Chandran (134142), Jonathan R. Lai (1339662), Libusha Kelly (61267), Johanna P. Daily (7832177), Olivia Vergnolle (3839596)

مصطلحات موضوعية: Biotechnology, Immunology, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, white blood cell, wbc ), neutrophil, support decision making, shapley additive explanations, predicting fatality risk, powerful monitoring tool, higher predictive value, assessing fatality risk, predictive models rely, performing predictive models, machine learning models, inform clinical models, static demographic features, dependent biomarkers associated, immune biomarkers contribute, accurate outcome models, clinical outcome, immune biomarkers, models trained, substantially contribute, dependent manner, models based, %22">xlink ">, temporal analysis, symptom onset

Relation: https://figshare.com/articles/figure/The_sustained_IgG_response_of_COVID-19_patients_can_be_categorized_based_on_the_daily_EC50_titers_/18646721

الاتاحة: https://doi.org/10.1371/journal.pcbi.1009778.s001

المؤلفون: Gorka Lasso (215085), Saad Khan (296295), Stephanie A. Allen (11965463), Margarette Mariano (11965466), Catalina Florez (9905549), Erika P. Orner (11965469), Jose A. Quiroz (7832153), Gregory Quevedo (7133642), Aldo Massimi (8933996), Aditi Hegde (11965472), Ariel S. Wirchnianski (9905546), Robert H. Bortz III (11965475), Ryan J. Malonis (7832156), George I. Georgiev (9905522), Karen Tong (9905528), Natalia G. Herrera (3720082), Nicholas C. Morano (9905516), Scott J. Garforth (90494), Avinash Malaviya (11965478), Ahmed Khokhar (11965481), Ethan Laudermilch (9905552), M. Eugenia Dieterle (9905558), J. Maximilian Fels (9905555), Denise Haslwanter (4439281), Rohit K. Jangra (6639905), Jason Barnhill (9905561), Steven C. Almo (198342), Kartik Chandran (134142), Jonathan R. Lai (1339662), Libusha Kelly (61267), Johanna P. Daily (7832177), Olivia Vergnolle (3839596)

مصطلحات موضوعية: Biotechnology, Immunology, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, white blood cell, wbc ), neutrophil, support decision making, shapley additive explanations, predicting fatality risk, powerful monitoring tool, higher predictive value, assessing fatality risk, predictive models rely, performing predictive models, machine learning models, inform clinical models, static demographic features, dependent biomarkers associated, immune biomarkers contribute, accurate outcome models, clinical outcome, immune biomarkers, models trained, substantially contribute, dependent manner, models based, %22">xlink ">, temporal analysis, symptom onset

Relation: https://figshare.com/articles/figure/Anti-SARS-CoV-2_IgG_titers_upon_hospital_admission_are_not_associated_with_COVID-19_severity_or_mortality_/18646733

الاتاحة: https://doi.org/10.1371/journal.pcbi.1009778.s003

المؤلفون: Gorka Lasso (215085), Saad Khan (296295), Stephanie A. Allen (11965463), Margarette Mariano (11965466), Catalina Florez (9905549), Erika P. Orner (11965469), Jose A. Quiroz (7832153), Gregory Quevedo (7133642), Aldo Massimi (8933996), Aditi Hegde (11965472), Ariel S. Wirchnianski (9905546), Robert H. Bortz III (11965475), Ryan J. Malonis (7832156), George I. Georgiev (9905522), Karen Tong (9905528), Natalia G. Herrera (3720082), Nicholas C. Morano (9905516), Scott J. Garforth (90494), Avinash Malaviya (11965478), Ahmed Khokhar (11965481), Ethan Laudermilch (9905552), M. Eugenia Dieterle (9905558), J. Maximilian Fels (9905555), Denise Haslwanter (4439281), Rohit K. Jangra (6639905), Jason Barnhill (9905561), Steven C. Almo (198342), Kartik Chandran (134142), Jonathan R. Lai (1339662), Libusha Kelly (61267), Johanna P. Daily (7832177), Olivia Vergnolle (3839596)

مصطلحات موضوعية: Biotechnology, Immunology, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, white blood cell, wbc ), neutrophil, support decision making, shapley additive explanations, predicting fatality risk, powerful monitoring tool, higher predictive value, assessing fatality risk, predictive models rely, performing predictive models, machine learning models, inform clinical models, static demographic features, dependent biomarkers associated, immune biomarkers contribute, accurate outcome models, clinical outcome, immune biomarkers, models trained, substantially contribute, dependent manner, models based, %22">xlink ">, temporal analysis, symptom onset

Relation: https://figshare.com/articles/figure/Patients_with_sustained_low_IgG_titers_against_SARS-CoV-2_S_protein_also_show_low_IgG_titers_against_SARS-CoV-2_N_protein_/18646727

الاتاحة: https://doi.org/10.1371/journal.pcbi.1009778.s002

المؤلفون: Gorka Lasso (215085), Saad Khan (296295), Stephanie A. Allen (11965463), Margarette Mariano (11965466), Catalina Florez (9905549), Erika P. Orner (11965469), Jose A. Quiroz (7832153), Gregory Quevedo (7133642), Aldo Massimi (8933996), Aditi Hegde (11965472), Ariel S. Wirchnianski (9905546), Robert H. Bortz III (11965475), Ryan J. Malonis (7832156), George I. Georgiev (9905522), Karen Tong (9905528), Natalia G. Herrera (3720082), Nicholas C. Morano (9905516), Scott J. Garforth (90494), Avinash Malaviya (11965478), Ahmed Khokhar (11965481), Ethan Laudermilch (9905552), M. Eugenia Dieterle (9905558), J. Maximilian Fels (9905555), Denise Haslwanter (4439281), Rohit K. Jangra (6639905), Jason Barnhill (9905561), Steven C. Almo (198342), Kartik Chandran (134142), Jonathan R. Lai (1339662), Libusha Kelly (61267), Johanna P. Daily (7832177), Olivia Vergnolle (3839596)

مصطلحات موضوعية: Biotechnology, Immunology, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, white blood cell, wbc ), neutrophil, support decision making, shapley additive explanations, predicting fatality risk, powerful monitoring tool, higher predictive value, assessing fatality risk, predictive models rely, performing predictive models, machine learning models, inform clinical models, static demographic features, dependent biomarkers associated, immune biomarkers contribute, accurate outcome models, clinical outcome, immune biomarkers, models trained, substantially contribute, dependent manner, models based, %22">xlink ">, temporal analysis, symptom onset

Relation: https://figshare.com/articles/figure/Deceased_patients_show_lower_anti-SARS-CoV-2_S_IgG_titers_during_an_early_time_window_days_2_11_PSO_/18646739

الاتاحة: https://doi.org/10.1371/journal.pcbi.1009778.s004

المؤلفون: Gorka Lasso (215085), Saad Khan (296295), Stephanie A. Allen (11965463), Margarette Mariano (11965466), Catalina Florez (9905549), Erika P. Orner (11965469), Jose A. Quiroz (7832153), Gregory Quevedo (7133642), Aldo Massimi (8933996), Aditi Hegde (11965472), Ariel S. Wirchnianski (9905546), Robert H. Bortz III (11965475), Ryan J. Malonis (7832156), George I. Georgiev (9905522), Karen Tong (9905528), Natalia G. Herrera (3720082), Nicholas C. Morano (9905516), Scott J. Garforth (90494), Avinash Malaviya (11965478), Ahmed Khokhar (11965481), Ethan Laudermilch (9905552), M. Eugenia Dieterle (9905558), J. Maximilian Fels (9905555), Denise Haslwanter (4439281), Rohit K. Jangra (6639905), Jason Barnhill (9905561), Steven C. Almo (198342), Kartik Chandran (134142), Jonathan R. Lai (1339662), Libusha Kelly (61267), Johanna P. Daily (7832177), Olivia Vergnolle (3839596)

مصطلحات موضوعية: Biotechnology, Immunology, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, white blood cell, wbc ), neutrophil, support decision making, shapley additive explanations, predicting fatality risk, powerful monitoring tool, higher predictive value, assessing fatality risk, predictive models rely, performing predictive models, machine learning models, inform clinical models, static demographic features, dependent biomarkers associated, immune biomarkers contribute, accurate outcome models, clinical outcome, immune biomarkers, models trained, substantially contribute, dependent manner, models based, %22">xlink ">, temporal analysis, symptom onset

Relation: https://figshare.com/articles/figure/Mildly_ill_patients_consistently_show_lower_IgG_titers_during_a_late_time_window_days_18_23_PSO_/18646745

الاتاحة: https://doi.org/10.1371/journal.pcbi.1009778.s005

المؤلفون: Gorka Lasso (215085), Saad Khan (296295), Stephanie A. Allen (11965463), Margarette Mariano (11965466), Catalina Florez (9905549), Erika P. Orner (11965469), Jose A. Quiroz (7832153), Gregory Quevedo (7133642), Aldo Massimi (8933996), Aditi Hegde (11965472), Ariel S. Wirchnianski (9905546), Robert H. Bortz III (11965475), Ryan J. Malonis (7832156), George I. Georgiev (9905522), Karen Tong (9905528), Natalia G. Herrera (3720082), Nicholas C. Morano (9905516), Scott J. Garforth (90494), Avinash Malaviya (11965478), Ahmed Khokhar (11965481), Ethan Laudermilch (9905552), M. Eugenia Dieterle (9905558), J. Maximilian Fels (9905555), Denise Haslwanter (4439281), Rohit K. Jangra (6639905), Jason Barnhill (9905561), Steven C. Almo (198342), Kartik Chandran (134142), Jonathan R. Lai (1339662), Libusha Kelly (61267), Johanna P. Daily (7832177), Olivia Vergnolle (3839596)

مصطلحات موضوعية: Biotechnology, Immunology, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, white blood cell, wbc ), neutrophil, support decision making, shapley additive explanations, predicting fatality risk, powerful monitoring tool, higher predictive value, assessing fatality risk, predictive models rely, performing predictive models, machine learning models, inform clinical models, static demographic features, dependent biomarkers associated, immune biomarkers contribute, accurate outcome models, clinical outcome, immune biomarkers, models trained, substantially contribute, dependent manner, models based, %22">xlink ">, temporal analysis, symptom onset

Relation: https://figshare.com/articles/figure/Non-surviving_COVID-19_patients_reach_maximum_IgG_titers_later_than_survivors_/18646751

الاتاحة: https://doi.org/10.1371/journal.pcbi.1009778.s006

المؤلفون: Gorka Lasso (215085), Saad Khan (296295), Stephanie A. Allen (11965463), Margarette Mariano (11965466), Catalina Florez (9905549), Erika P. Orner (11965469), Jose A. Quiroz (7832153), Gregory Quevedo (7133642), Aldo Massimi (8933996), Aditi Hegde (11965472), Ariel S. Wirchnianski (9905546), Robert H. Bortz III (11965475), Ryan J. Malonis (7832156), George I. Georgiev (9905522), Karen Tong (9905528), Natalia G. Herrera (3720082), Nicholas C. Morano (9905516), Scott J. Garforth (90494), Avinash Malaviya (11965478), Ahmed Khokhar (11965481), Ethan Laudermilch (9905552), M. Eugenia Dieterle (9905558), J. Maximilian Fels (9905555), Denise Haslwanter (4439281), Rohit K. Jangra (6639905), Jason Barnhill (9905561), Steven C. Almo (198342), Kartik Chandran (134142), Jonathan R. Lai (1339662), Libusha Kelly (61267), Johanna P. Daily (7832177), Olivia Vergnolle (3839596)

مصطلحات موضوعية: Biotechnology, Immunology, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, white blood cell, wbc ), neutrophil, support decision making, shapley additive explanations, predicting fatality risk, powerful monitoring tool, higher predictive value, assessing fatality risk, predictive models rely, performing predictive models, machine learning models, inform clinical models, static demographic features, dependent biomarkers associated, immune biomarkers contribute, accurate outcome models, clinical outcome, immune biomarkers, models trained, substantially contribute, dependent manner, models based, %22">xlink ">, temporal analysis, symptom onset

Relation: https://figshare.com/articles/figure/Features_extracted_from_electronic_medical_records_at_the_day_of_admission_enable_the_prediction_of_severe_disease_and_mortality_/18646772

الاتاحة: https://doi.org/10.1371/journal.pcbi.1009778.s009

المؤلفون: Gorka Lasso (215085), Saad Khan (296295), Stephanie A. Allen (11965463), Margarette Mariano (11965466), Catalina Florez (9905549), Erika P. Orner (11965469), Jose A. Quiroz (7832153), Gregory Quevedo (7133642), Aldo Massimi (8933996), Aditi Hegde (11965472), Ariel S. Wirchnianski (9905546), Robert H. Bortz III (11965475), Ryan J. Malonis (7832156), George I. Georgiev (9905522), Karen Tong (9905528), Natalia G. Herrera (3720082), Nicholas C. Morano (9905516), Scott J. Garforth (90494), Avinash Malaviya (11965478), Ahmed Khokhar (11965481), Ethan Laudermilch (9905552), M. Eugenia Dieterle (9905558), J. Maximilian Fels (9905555), Denise Haslwanter (4439281), Rohit K. Jangra (6639905), Jason Barnhill (9905561), Steven C. Almo (198342), Kartik Chandran (134142), Jonathan R. Lai (1339662), Libusha Kelly (61267), Johanna P. Daily (7832177), Olivia Vergnolle (3839596)

مصطلحات موضوعية: Biotechnology, Immunology, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, white blood cell, wbc ), neutrophil, support decision making, shapley additive explanations, predicting fatality risk, powerful monitoring tool, higher predictive value, assessing fatality risk, predictive models rely, performing predictive models, machine learning models, inform clinical models, static demographic features, dependent biomarkers associated, immune biomarkers contribute, accurate outcome models, clinical outcome, immune biomarkers, models trained, substantially contribute, dependent manner, models based, %22">xlink ">, temporal analysis, symptom onset

Relation: https://figshare.com/articles/figure/IgG_trajectory_during_hospitalization_based_on_COVID-19_patients_ethnicity_/18646763

الاتاحة: https://doi.org/10.1371/journal.pcbi.1009778.s008

المؤلفون: Gorka Lasso (215085), Saad Khan (296295), Stephanie A. Allen (11965463), Margarette Mariano (11965466), Catalina Florez (9905549), Erika P. Orner (11965469), Jose A. Quiroz (7832153), Gregory Quevedo (7133642), Aldo Massimi (8933996), Aditi Hegde (11965472), Ariel S. Wirchnianski (9905546), Robert H. Bortz III (11965475), Ryan J. Malonis (7832156), George I. Georgiev (9905522), Karen Tong (9905528), Natalia G. Herrera (3720082), Nicholas C. Morano (9905516), Scott J. Garforth (90494), Avinash Malaviya (11965478), Ahmed Khokhar (11965481), Ethan Laudermilch (9905552), M. Eugenia Dieterle (9905558), J. Maximilian Fels (9905555), Denise Haslwanter (4439281), Rohit K. Jangra (6639905), Jason Barnhill (9905561), Steven C. Almo (198342), Kartik Chandran (134142), Jonathan R. Lai (1339662), Libusha Kelly (61267), Johanna P. Daily (7832177), Olivia Vergnolle (3839596)

مصطلحات موضوعية: Biotechnology, Immunology, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, white blood cell, wbc ), neutrophil, support decision making, shapley additive explanations, predicting fatality risk, powerful monitoring tool, higher predictive value, assessing fatality risk, predictive models rely, performing predictive models, machine learning models, inform clinical models, static demographic features, dependent biomarkers associated, immune biomarkers contribute, accurate outcome models, clinical outcome, immune biomarkers, models trained, substantially contribute, dependent manner, models based, %22">xlink ">, temporal analysis, symptom onset

Relation: https://figshare.com/articles/figure/IgG_trajectory_during_hospitalization_based_on_COVID-19_patients_race_/18646757

الاتاحة: https://doi.org/10.1371/journal.pcbi.1009778.s007

المؤلفون: Gorka Lasso (215085), Saad Khan (296295), Stephanie A. Allen (11965463), Margarette Mariano (11965466), Catalina Florez (9905549), Erika P. Orner (11965469), Jose A. Quiroz (7832153), Gregory Quevedo (7133642), Aldo Massimi (8933996), Aditi Hegde (11965472), Ariel S. Wirchnianski (9905546), Robert H. Bortz III (11965475), Ryan J. Malonis (7832156), George I. Georgiev (9905522), Karen Tong (9905528), Natalia G. Herrera (3720082), Nicholas C. Morano (9905516), Scott J. Garforth (90494), Avinash Malaviya (11965478), Ahmed Khokhar (11965481), Ethan Laudermilch (9905552), M. Eugenia Dieterle (9905558), J. Maximilian Fels (9905555), Denise Haslwanter (4439281), Rohit K. Jangra (6639905), Jason Barnhill (9905561), Steven C. Almo (198342), Kartik Chandran (134142), Jonathan R. Lai (1339662), Libusha Kelly (61267), Johanna P. Daily (7832177), Olivia Vergnolle (3839596)

مصطلحات موضوعية: Biotechnology, Immunology, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, white blood cell, wbc ), neutrophil, support decision making, shapley additive explanations, predicting fatality risk, powerful monitoring tool, higher predictive value, assessing fatality risk, predictive models rely, performing predictive models, machine learning models, inform clinical models, static demographic features, dependent biomarkers associated, immune biomarkers contribute, accurate outcome models, clinical outcome, immune biomarkers, models trained, substantially contribute, dependent manner, models based, %22">xlink ">, temporal analysis, symptom onset

Relation: https://figshare.com/articles/figure/Importance_of_features_extracted_from_electronic_medical_records_upon_day_of_admission_to_predict_severity_of_disease_and_mortality_/18646778

الاتاحة: https://doi.org/10.1371/journal.pcbi.1009778.s010

المؤلفون: Gorka Lasso (215085), Saad Khan (296295), Stephanie A. Allen (11965463), Margarette Mariano (11965466), Catalina Florez (9905549), Erika P. Orner (11965469), Jose A. Quiroz (7832153), Gregory Quevedo (7133642), Aldo Massimi (8933996), Aditi Hegde (11965472), Ariel S. Wirchnianski (9905546), Robert H. Bortz III (11965475), Ryan J. Malonis (7832156), George I. Georgiev (9905522), Karen Tong (9905528), Natalia G. Herrera (3720082), Nicholas C. Morano (9905516), Scott J. Garforth (90494), Avinash Malaviya (11965478), Ahmed Khokhar (11965481), Ethan Laudermilch (9905552), M. Eugenia Dieterle (9905558), J. Maximilian Fels (9905555), Denise Haslwanter (4439281), Rohit K. Jangra (6639905), Jason Barnhill (9905561), Steven C. Almo (198342), Kartik Chandran (134142), Jonathan R. Lai (1339662), Libusha Kelly (61267), Johanna P. Daily (7832177), Olivia Vergnolle (3839596)

مصطلحات موضوعية: Biotechnology, Immunology, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, white blood cell, wbc ), neutrophil, support decision making, shapley additive explanations, predicting fatality risk, powerful monitoring tool, higher predictive value, assessing fatality risk, predictive models rely, performing predictive models, machine learning models, inform clinical models, static demographic features, dependent biomarkers associated, immune biomarkers contribute, accurate outcome models, clinical outcome, immune biomarkers, models trained, substantially contribute, dependent manner, models based, %22">xlink ">, temporal analysis, symptom onset

Relation: https://figshare.com/articles/figure/Time-dependent_clinical_features_enable_prediction_of_mortality_but_not_intubation_/18646790

الاتاحة: https://doi.org/10.1371/journal.pcbi.1009778.s011

المؤلفون: Gorka Lasso (215085), Saad Khan (296295), Stephanie A. Allen (11965463), Margarette Mariano (11965466), Catalina Florez (9905549), Erika P. Orner (11965469), Jose A. Quiroz (7832153), Gregory Quevedo (7133642), Aldo Massimi (8933996), Aditi Hegde (11965472), Ariel S. Wirchnianski (9905546), Robert H. Bortz III (11965475), Ryan J. Malonis (7832156), George I. Georgiev (9905522), Karen Tong (9905528), Natalia G. Herrera (3720082), Nicholas C. Morano (9905516), Scott J. Garforth (90494), Avinash Malaviya (11965478), Ahmed Khokhar (11965481), Ethan Laudermilch (9905552), M. Eugenia Dieterle (9905558), J. Maximilian Fels (9905555), Denise Haslwanter (4439281), Rohit K. Jangra (6639905), Jason Barnhill (9905561), Steven C. Almo (198342), Kartik Chandran (134142), Jonathan R. Lai (1339662), Libusha Kelly (61267), Johanna P. Daily (7832177), Olivia Vergnolle (3839596)

مصطلحات موضوعية: Biotechnology, Immunology, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, white blood cell, wbc ), neutrophil, support decision making, shapley additive explanations, predicting fatality risk, powerful monitoring tool, higher predictive value, assessing fatality risk, predictive models rely, performing predictive models, machine learning models, inform clinical models, static demographic features, dependent biomarkers associated, immune biomarkers contribute, accurate outcome models, clinical outcome, immune biomarkers, models trained, substantially contribute, dependent manner, models based, %22">xlink ">, temporal analysis, symptom onset

Relation: https://figshare.com/articles/figure/Shapley_values_highlight_the_differential_relationship_between_IgG_titers_and_mortality_in_early_and_late_PSO_/18646799

الاتاحة: https://doi.org/10.1371/journal.pcbi.1009778.s012

المؤلفون: Gorka Lasso (215085), Saad Khan (296295), Stephanie A. Allen (11965463), Margarette Mariano (11965466), Catalina Florez (9905549), Erika P. Orner (11965469), Jose A. Quiroz (7832153), Gregory Quevedo (7133642), Aldo Massimi (8933996), Aditi Hegde (11965472), Ariel S. Wirchnianski (9905546), Robert H. Bortz III (11965475), Ryan J. Malonis (7832156), George I. Georgiev (9905522), Karen Tong (9905528), Natalia G. Herrera (3720082), Nicholas C. Morano (9905516), Scott J. Garforth (90494), Avinash Malaviya (11965478), Ahmed Khokhar (11965481), Ethan Laudermilch (9905552), M. Eugenia Dieterle (9905558), J. Maximilian Fels (9905555), Denise Haslwanter (4439281), Rohit K. Jangra (6639905), Jason Barnhill (9905561), Steven C. Almo (198342), Kartik Chandran (134142), Jonathan R. Lai (1339662), Libusha Kelly (61267), Johanna P. Daily (7832177), Olivia Vergnolle (3839596)

مصطلحات موضوعية: Biotechnology, Immunology, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, white blood cell, wbc ), neutrophil, support decision making, shapley additive explanations, predicting fatality risk, powerful monitoring tool, higher predictive value, assessing fatality risk, predictive models rely, performing predictive models, machine learning models, inform clinical models, static demographic features, dependent biomarkers associated, immune biomarkers contribute, accurate outcome models, clinical outcome, immune biomarkers, models trained, substantially contribute, dependent manner, models based, %22">xlink ">, temporal analysis, symptom onset

Relation: https://figshare.com/articles/figure/Clustering_of_patient_samples_based_on_feature_attributions_reveal_the_importance_of_IgG_titers_WBC_neutrophil_and_lymphocyte_counts_to_predict_survival_among_hospitalized_COVID-19_patients_/18646808

الاتاحة: https://doi.org/10.1371/journal.pcbi.1009778.s014

المؤلفون: Gorka Lasso (215085), Saad Khan (296295), Stephanie A. Allen (11965463), Margarette Mariano (11965466), Catalina Florez (9905549), Erika P. Orner (11965469), Jose A. Quiroz (7832153), Gregory Quevedo (7133642), Aldo Massimi (8933996), Aditi Hegde (11965472), Ariel S. Wirchnianski (9905546), Robert H. Bortz III (11965475), Ryan J. Malonis (7832156), George I. Georgiev (9905522), Karen Tong (9905528), Natalia G. Herrera (3720082), Nicholas C. Morano (9905516), Scott J. Garforth (90494), Avinash Malaviya (11965478), Ahmed Khokhar (11965481), Ethan Laudermilch (9905552), M. Eugenia Dieterle (9905558), J. Maximilian Fels (9905555), Denise Haslwanter (4439281), Rohit K. Jangra (6639905), Jason Barnhill (9905561), Steven C. Almo (198342), Kartik Chandran (134142), Jonathan R. Lai (1339662), Libusha Kelly (61267), Johanna P. Daily (7832177), Olivia Vergnolle (3839596)

مصطلحات موضوعية: Biotechnology, Immunology, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, white blood cell, wbc ), neutrophil, support decision making, shapley additive explanations, predicting fatality risk, powerful monitoring tool, higher predictive value, assessing fatality risk, predictive models rely, performing predictive models, machine learning models, inform clinical models, static demographic features, dependent biomarkers associated, immune biomarkers contribute, accurate outcome models, clinical outcome, immune biomarkers, models trained, substantially contribute, dependent manner, models based, %22">xlink ">, temporal analysis, symptom onset

Relation: https://figshare.com/articles/figure/Hospitalization_stay_becomes_more_informative_when_predicting_mortality_/18646805

الاتاحة: https://doi.org/10.1371/journal.pcbi.1009778.s013

المؤلفون: Gorka Lasso (215085), Saad Khan (296295), Stephanie A. Allen (11965463), Margarette Mariano (11965466), Catalina Florez (9905549), Erika P. Orner (11965469), Jose A. Quiroz (7832153), Gregory Quevedo (7133642), Aldo Massimi (8933996), Aditi Hegde (11965472), Ariel S. Wirchnianski (9905546), Robert H. Bortz III (11965475), Ryan J. Malonis (7832156), George I. Georgiev (9905522), Karen Tong (9905528), Natalia G. Herrera (3720082), Nicholas C. Morano (9905516), Scott J. Garforth (90494), Avinash Malaviya (11965478), Ahmed Khokhar (11965481), Ethan Laudermilch (9905552), M. Eugenia Dieterle (9905558), J. Maximilian Fels (9905555), Denise Haslwanter (4439281), Rohit K. Jangra (6639905), Jason Barnhill (9905561), Steven C. Almo (198342), Kartik Chandran (134142), Jonathan R. Lai (1339662), Libusha Kelly (61267), Johanna P. Daily (7832177), Olivia Vergnolle (3839596)

مصطلحات موضوعية: Biotechnology, Immunology, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, white blood cell, wbc ), neutrophil, support decision making, shapley additive explanations, predicting fatality risk, powerful monitoring tool, higher predictive value, assessing fatality risk, predictive models rely, performing predictive models, machine learning models, inform clinical models, static demographic features, dependent biomarkers associated, immune biomarkers contribute, accurate outcome models, clinical outcome, immune biomarkers, models trained, substantially contribute, dependent manner, models based, %22">xlink ">, temporal analysis, symptom onset

Relation: https://figshare.com/articles/dataset/Trajectory_statistics_/18646829

الاتاحة: https://doi.org/10.1371/journal.pcbi.1009778.s016

المؤلفون: Gorka Lasso (215085), Saad Khan (296295), Stephanie A. Allen (11965463), Margarette Mariano (11965466), Catalina Florez (9905549), Erika P. Orner (11965469), Jose A. Quiroz (7832153), Gregory Quevedo (7133642), Aldo Massimi (8933996), Aditi Hegde (11965472), Ariel S. Wirchnianski (9905546), Robert H. Bortz III (11965475), Ryan J. Malonis (7832156), George I. Georgiev (9905522), Karen Tong (9905528), Natalia G. Herrera (3720082), Nicholas C. Morano (9905516), Scott J. Garforth (90494), Avinash Malaviya (11965478), Ahmed Khokhar (11965481), Ethan Laudermilch (9905552), M. Eugenia Dieterle (9905558), J. Maximilian Fels (9905555), Denise Haslwanter (4439281), Rohit K. Jangra (6639905), Jason Barnhill (9905561), Steven C. Almo (198342), Kartik Chandran (134142), Jonathan R. Lai (1339662), Libusha Kelly (61267), Johanna P. Daily (7832177), Olivia Vergnolle (3839596)

مصطلحات موضوعية: Biotechnology, Immunology, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, white blood cell, wbc ), neutrophil, support decision making, shapley additive explanations, predicting fatality risk, powerful monitoring tool, higher predictive value, assessing fatality risk, predictive models rely, performing predictive models, machine learning models, inform clinical models, static demographic features, dependent biomarkers associated, immune biomarkers contribute, accurate outcome models, clinical outcome, immune biomarkers, models trained, substantially contribute, dependent manner, models based, %22">xlink ">, temporal analysis, symptom onset

Relation: https://figshare.com/articles/dataset/Trajectory_statistics_/18646838

الاتاحة: https://doi.org/10.1371/journal.pcbi.1009778.s017

المؤلفون: Gorka Lasso (215085), Saad Khan (296295), Stephanie A. Allen (11965463), Margarette Mariano (11965466), Catalina Florez (9905549), Erika P. Orner (11965469), Jose A. Quiroz (7832153), Gregory Quevedo (7133642), Aldo Massimi (8933996), Aditi Hegde (11965472), Ariel S. Wirchnianski (9905546), Robert H. Bortz III (11965475), Ryan J. Malonis (7832156), George I. Georgiev (9905522), Karen Tong (9905528), Natalia G. Herrera (3720082), Nicholas C. Morano (9905516), Scott J. Garforth (90494), Avinash Malaviya (11965478), Ahmed Khokhar (11965481), Ethan Laudermilch (9905552), M. Eugenia Dieterle (9905558), J. Maximilian Fels (9905555), Denise Haslwanter (4439281), Rohit K. Jangra (6639905), Jason Barnhill (9905561), Steven C. Almo (198342), Kartik Chandran (134142), Jonathan R. Lai (1339662), Libusha Kelly (61267), Johanna P. Daily (7832177), Olivia Vergnolle (3839596)

مصطلحات موضوعية: Biotechnology, Immunology, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, white blood cell, wbc ), neutrophil, support decision making, shapley additive explanations, predicting fatality risk, powerful monitoring tool, higher predictive value, assessing fatality risk, predictive models rely, performing predictive models, machine learning models, inform clinical models, static demographic features, dependent biomarkers associated, immune biomarkers contribute, accurate outcome models, clinical outcome, immune biomarkers, models trained, substantially contribute, dependent manner, models based, %22">xlink ">, temporal analysis, symptom onset

Relation: https://figshare.com/articles/figure/Sustained_IgG_titers_are_associated_with_severity_of_disease_/18646874

الاتاحة: https://doi.org/10.1371/journal.pcbi.1009778.g002