Simplified Pediatric Index of Mortality 3 Score by Explainable Machine Learning Algorithm
OBJECTIVES:. Pediatric Index of Mortality 3 is a validated tool including 11 variables for the assessment of mortality risk in PICU patients. With the recent advances in explainable machine learning algorithms, we aimed to assess feasibility of application of these machine learning models to simplif...
Guardado en:
Autores principales: | Orkun Baloglu, MD, Matthew Nagy, MPH, Chidiebere Ezetendu, MD, Samir Q. Latifi, MBBS, Aziz Nazha, MD |
---|---|
Formato: | article |
Lenguaje: | EN |
Publicado: |
Wolters Kluwer
2021
|
Materias: | |
Acceso en línea: | https://doaj.org/article/9da1d1462eb94f98b724c68943283832 |
Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
-
Use of a Risk Analytic Algorithm to Inform Weaning From Vasoactive Medication in Patients Following Pediatric Cardiac Surgery
por: Michael P. Goldsmith, MD, et al.
Publicado: (2021) -
Pediatric Sepsis Definition—A Systematic Review Protocol by the Pediatric Sepsis Definition Taskforce
por: Kusum Menon, MD, MSc, et al.
Publicado: (2020) -
Detectable A Disintegrin and Metalloproteinase With Thrombospondin Motifs-1 in Serum Is Associated With Adverse Outcome in Pediatric Sepsis
por: Navin P. Boeddha, MD, PhD, et al.
Publicado: (2021) -
Dorsal Push and Abdominal Binding Improve Respiratory Compliance and Driving Pressure in Proned Coronavirus Disease 2019 Acute Respiratory Distress Syndrome
por: Firas S. Elmufdi, MBBS, et al.
Publicado: (2021) -
Epidemiology of Bleeding in Critically Ill Children With an Underlying Oncologic Diagnosis
por: Juliana Romano, MD, et al.
Publicado: (2021)