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Autor:
Weekes, Anthony J., Fraga, Denise N., Belyshev, Vitaliy, Bost, William, Gardner, Christopher A., O’Connell, Nathaniel S.
Additional file 6: Table S5. Comparison of random forest and logistic regression on 5-day clinical deterioration over 500 random test-validation data splits (mean metrics with 95% coverage intervals*)**.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::ca86c05a8cd629f9cb4b8b23d0ed5079
Autor:
Weekes, Anthony J., Fraga, Denise N., Belyshev, Vitaliy, Bost, William, Gardner, Christopher A., O’Connell, Nathaniel S.
Additional file 1: Methods supplement. Definitions of outcomes; Statistical methods. Logistic regression model training and validation and comparison of models.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::9597fe98e4974c1c6b98db81ddd2c2a4
Autor:
Weekes, Anthony J., Fraga, Denise N., Belyshev, Vitaliy, Bost, William, Gardner, Christopher A., O’Connell, Nathaniel S.
Additional file 2: Table S1. Summary statistics and univariable analyses for all predictor variables.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::b0568a6d5f693c142f6db22fda2e1a6d
Autor:
Weekes, Anthony J., Fraga, Denise N., Belyshev, Vitaliy, Bost, William, Gardner, Christopher A., O’Connell, Nathaniel S.
Additional file 4: Table S3. Reduced right ventricle assessment logistic regression model for 30-day clinical deterioration.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::46bb834a5175e73d17b2b0d0515517fe
Autor:
Weekes, Anthony J., Fraga, Denise N., Belyshev, Vitaliy, Bost, William, Gardner, Christopher A., O’Connell, Nathaniel S.
Additional file 3: Table S2. Echocardiography metrics by secondary outcome.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::6f41786304b73e19d7f1770a22aa477b
Autor:
Weekes, Anthony J., Fraga, Denise N., Belyshev, Vitaliy, Bost, William, Gardner, Christopher A., O’Connell, Nathaniel S.
Additional file 7: Fig. S1. Variable importance plot for random forest prognostic model for the secondary outcome. Abbreviations: A4 = apical 4-chamber window, BMI = body mass index, BP = blood pressure, CT = computed tomography, HR = heart rate, LV
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::10d563742f4a44bb64daa56b88d91e3c
Autor:
Weekes, Anthony J., Fraga, Denise N., Belyshev, Vitaliy, Bost, William, Gardner, Christopher A., O’Connell, Nathaniel S.
Additional file 5: Table S4. Final logistic model for 30-day clinical deterioration.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::be81c9e7eea71d9fa4831730e289f5a3
Publikováno v:
Delaware Medical Journal; Jul/Aug2019, Vol. 91 Issue 4, p172-175, 4p
