المؤلفون: Damien K. Ming (11964925), Bernard Hernandez (4987580), Sorawat Sangkaew (8322477), Nguyen Lam Vuong (5459501), Phung Khanh Lam (9527762), Nguyen Minh Nguyet (11964928), Dong Thi Hoai Tam (11639204), Dinh The Trung (11964931), Nguyen Thi Hanh Tien (11964934), Nguyen Minh Tuan (11964937), Nguyen Van Vinh Chau (75053), Cao Thi Tam (11964940), Ho Quang Chanh (11964943), Huynh Trung Trieu (11964946), Cameron P. Simmons (7645712), Bridget Wills (74672), Pantelis Georgiou (4987574), Alison H. Holmes (7946744), Sophie Yacoub (622640)

مصطلحات موضوعية: Medicine, Developmental Biology, Cancer, Virology, Computational Biology, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, receiver operator curve, positive predictive value, negative predictive value, machine learning framework, first 48 hours, effective healthcare delivery, clinical decision support, basic healthcare data, ambulatory patient management, 76 &# 8211, 654 children ), 30th january 2018, 12th april 2001, confidence intervals derived, dengue shock syndrome, ci ], calibrated model exhibited, applied machine learning, paediatric patients hospitalised, vietnam , hospitalised patients, vietnam conducted

Time: 0

Relation: https://figshare.com/articles/journal_contribution/Description_of_data_source_and_individual_studies_description_of_data_source_and_individual_studies_and_secondary_and_sensitivity_analyses_/18643858

الاتاحة: https://doi.org/10.1371/journal.pdig.0000005.s001

المؤلفون: Damien K. Ming (11410677), Ashleigh C. Myall (11410680), Bernarnd Hernandez (11410683), Andrea Y. Weiße (10741403), Robert L. Peach (10741400), Mauricio Barahona (55205), Timothy M. Rawson (6597245), Alison H. Holmes (7946744)

مصطلحات موضوعية: Biophysics, Biochemistry, Medicine, Microbiology, Biotechnology, Sociology, Immunology, Developmental Biology, Infectious Diseases, Computational Biology, Biological Sciences not elsewhere classified, Bacterial co-infection, COVID-19, Biomarkers, Antimicrobial stewardship, Risk stratification, Clinical decision-support

Relation: https://figshare.com/articles/journal_contribution/Additional_file_1_of_Informing_antimicrobial_management_in_the_context_of_COVID-19_understanding_the_longitudinal_dynamics_of_C-reactive_protein_and_procalcitonin/16590909

الاتاحة: https://doi.org/10.6084/m9.figshare.16590909.v1

المؤلفون: Damien K. Ming (11410677), Ashleigh C. Myall (11410680), Bernarnd Hernandez (11410683), Andrea Y. Weiße (10741403), Robert L. Peach (10741400), Mauricio Barahona (55205), Timothy M. Rawson (6597245), Alison H. Holmes (7946744)

مصطلحات موضوعية: Biophysics, Biochemistry, Medicine, Microbiology, Biotechnology, Sociology, Immunology, Developmental Biology, Infectious Diseases, Computational Biology, Biological Sciences not elsewhere classified, Bacterial co-infection, COVID-19, Biomarkers, Antimicrobial stewardship, Risk stratification, Clinical decision-support

Relation: https://figshare.com/articles/journal_contribution/Additional_file_2_of_Informing_antimicrobial_management_in_the_context_of_COVID-19_understanding_the_longitudinal_dynamics_of_C-reactive_protein_and_procalcitonin/16590912

الاتاحة: https://doi.org/10.6084/m9.figshare.16590912.v1

المؤلفون: Damien K. Ming (11964925), Bernard Hernandez (4987580), Sorawat Sangkaew (8322477), Nguyen Lam Vuong (5459501), Phung Khanh Lam (9527762), Nguyen Minh Nguyet (11964928), Dong Thi Hoai Tam (11639204), Dinh The Trung (11964931), Nguyen Thi Hanh Tien (11964934), Nguyen Minh Tuan (11964937), Nguyen Van Vinh Chau (75053), Cao Thi Tam (11964940), Ho Quang Chanh (11964943), Huynh Trung Trieu (11964946), Cameron P. Simmons (7645712), Bridget Wills (74672), Pantelis Georgiou (4987574), Alison H. Holmes (7946744), Sophie Yacoub (622640)

مصطلحات موضوعية: Medicine, Developmental Biology, Cancer, Virology, Computational Biology, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, receiver operator curve, positive predictive value, negative predictive value, machine learning framework, first 48 hours, effective healthcare delivery, clinical decision support, basic healthcare data, ambulatory patient management, 76 &# 8211, 654 children ), 30th january 2018, 12th april 2001, confidence intervals derived, dengue shock syndrome, ci ], calibrated model exhibited, applied machine learning, paediatric patients hospitalised, vietnam , hospitalised patients, vietnam conducted

Time: 0

Relation: https://figshare.com/articles/figure/Summary_plot_of_SHAP_values_for_the_XGBoost_model_/18643870

الاتاحة: https://doi.org/10.1371/journal.pdig.0000005.g002

المؤلفون: Damien K. Ming (11964925), Bernard Hernandez (4987580), Sorawat Sangkaew (8322477), Nguyen Lam Vuong (5459501), Phung Khanh Lam (9527762), Nguyen Minh Nguyet (11964928), Dong Thi Hoai Tam (11639204), Dinh The Trung (11964931), Nguyen Thi Hanh Tien (11964934), Nguyen Minh Tuan (11964937), Nguyen Van Vinh Chau (75053), Cao Thi Tam (11964940), Ho Quang Chanh (11964943), Huynh Trung Trieu (11964946), Cameron P. Simmons (7645712), Bridget Wills (74672), Pantelis Georgiou (4987574), Alison H. Holmes (7946744), Sophie Yacoub (622640)

مصطلحات موضوعية: Medicine, Developmental Biology, Cancer, Virology, Computational Biology, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, receiver operator curve, positive predictive value, negative predictive value, machine learning framework, first 48 hours, effective healthcare delivery, clinical decision support, basic healthcare data, ambulatory patient management, 76 &# 8211, 654 children ), 30th january 2018, 12th april 2001, confidence intervals derived, dengue shock syndrome, ci ], calibrated model exhibited, applied machine learning, paediatric patients hospitalised, vietnam , hospitalised patients, vietnam conducted

Time: 0

Relation: https://figshare.com/articles/figure/Fig_3_-/18643876

الاتاحة: https://doi.org/10.1371/journal.pdig.0000005.g003

المؤلفون: Damien K. Ming (11964925), Bernard Hernandez (4987580), Sorawat Sangkaew (8322477), Nguyen Lam Vuong (5459501), Phung Khanh Lam (9527762), Nguyen Minh Nguyet (11964928), Dong Thi Hoai Tam (11639204), Dinh The Trung (11964931), Nguyen Thi Hanh Tien (11964934), Nguyen Minh Tuan (11964937), Nguyen Van Vinh Chau (75053), Cao Thi Tam (11964940), Ho Quang Chanh (11964943), Huynh Trung Trieu (11964946), Cameron P. Simmons (7645712), Bridget Wills (74672), Pantelis Georgiou (4987574), Alison H. Holmes (7946744), Sophie Yacoub (622640)

مصطلحات موضوعية: Medicine, Developmental Biology, Cancer, Virology, Computational Biology, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, receiver operator curve, positive predictive value, negative predictive value, machine learning framework, first 48 hours, effective healthcare delivery, clinical decision support, basic healthcare data, ambulatory patient management, 76 &# 8211, 654 children ), 30th january 2018, 12th april 2001, confidence intervals derived, dengue shock syndrome, ci ], calibrated model exhibited, applied machine learning, paediatric patients hospitalised, vietnam , hospitalised patients, vietnam conducted

Time: 0

Relation: https://figshare.com/articles/dataset/Baseline_characteristics_of_individual_studies_included_in_the_final_dataset_/18643882

الاتاحة: https://doi.org/10.1371/journal.pdig.0000005.t001

المؤلفون: Damien K. Ming (11964925), Bernard Hernandez (4987580), Sorawat Sangkaew (8322477), Nguyen Lam Vuong (5459501), Phung Khanh Lam (9527762), Nguyen Minh Nguyet (11964928), Dong Thi Hoai Tam (11639204), Dinh The Trung (11964931), Nguyen Thi Hanh Tien (11964934), Nguyen Minh Tuan (11964937), Nguyen Van Vinh Chau (75053), Cao Thi Tam (11964940), Ho Quang Chanh (11964943), Huynh Trung Trieu (11964946), Cameron P. Simmons (7645712), Bridget Wills (74672), Pantelis Georgiou (4987574), Alison H. Holmes (7946744), Sophie Yacoub (622640)

مصطلحات موضوعية: Medicine, Developmental Biology, Cancer, Virology, Computational Biology, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, receiver operator curve, positive predictive value, negative predictive value, machine learning framework, first 48 hours, effective healthcare delivery, clinical decision support, basic healthcare data, ambulatory patient management, 76 &# 8211, 654 children ), 30th january 2018, 12th april 2001, confidence intervals derived, dengue shock syndrome, ci ], calibrated model exhibited, applied machine learning, paediatric patients hospitalised, vietnam , hospitalised patients, vietnam conducted

Time: 0

Relation: https://figshare.com/articles/dataset/Performance_of_final_models_for_each_algorithm_with_respect_to_internal_10-fold_cross_validation_on_the_development_set_n_3_304_/18643894

الاتاحة: https://doi.org/10.1371/journal.pdig.0000005.t003