Predicting Readmission or Death After Discharge From the ICU: External Validation and Retraining of a Machine Learning Model.

Authors:
de Hond AAH; Kant IMJ; Fornasa M; Cinà G; Elbers PWG and 3 more

Journal:
Crit Care Med

Publication Year: 2022

DOI:
10.1097/CCM.0000000000005758

PMCID:
PMC9848213

PMID:
36524820

View on PubMed View on PMC View Publisher
Journal Information

Full Title: Crit Care Med

Abbreviation: Crit Care Med

Country: Unknown

Publisher: Unknown

Language: N/A

Publication Details

Subject Category: Critical Care

Available in Europe PMC: Yes

Available in PMC: Yes

PDF Available: No

Related Papers from Same Journal
Timely Cessation of Proton Pump Inhibitors in Critically Ill Patients Impacts Morbidity and Mortali…
Palmowski L; von Busch A; Unterberg M and 6 more (2024) - Transparency Score: 3/6
Age Moderates the Effect of Obesity on Mortality Risk in Critically Ill Patients With COVID-19: A N…
den Uil CA; Termorshuizen F; Rietdijk WJR and 8 more (2023) - Transparency Score: 3/6
Blood Purification for Adult Patients With Severe Infection or Sepsis/Septic Shock: A Network Meta-…
Chen JJ; Lai PC; Lee TH and 1 more (2023) - Transparency Score: 4/6
Bringing the Promise of Artificial Intelligence to Critical Care: What the Experience With Sepsis A…
Wardi G; Owens R; Josef C and 3 more (2023) - Transparency Score: 3/6
Cerebrovascular Pressure Reactivity Has a Strong and Independent Association With Outcome in Childr…
Smith CA; Rohlwink UK; Mauff K and 5 more (2023) - Transparency Score: 3/6
View All Papers from This Journal
Transparency Score
3/6
50.0% Transparent
Transparency Indicators
Click on green indicators to view evidence text
Core Indicators
Data Sharing
Code Sharing
Evidence found in paper:

"Drs. Fornasa and Cinà received funding from Pacmed; they disclosed work for hire; they disclosed the off-label product use of Pacmed Critical. Dr. Elbers disclosed that Amsterdam University Medical Center is entitled to royalties from jointly developed models. The remaining authors have disclosed that they do not have any potential conflicts of interest."

Evidence found in paper:

"Drs. Fornasa and Cinà received funding from Pacmed; they disclosed work for hire; they disclosed the off-label product use of Pacmed Critical. Dr. Elbers disclosed that Amsterdam University Medical Center is entitled to royalties from jointly developed models. The remaining authors have disclosed that they do not have any potential conflicts of interest."

Protocol Registration
Open Access
Paper is freely available to read
Additional Indicators
Replication
Novelty Statement
Assessment Info

Tool: rtransparent

OST Version: N/A

Last Updated: Aug 05, 2025