Is the Validity of Logistic Regression Models Developed with a National Hospital Database Inferior to Models Developed from Clinical Databases to Analyze Surgical Lung Cancers?

Is the Validity of Logistic Regression Models Developed with a National Hospital Database Inferior to Models Developed from Clinical Databases to Analyze Surgical Lung Cancers?

In national hospital databases, certain prognostic factors cannot be taken into account. The main objective was to estimate the performance of two models based on two databases: the Epithor clinical database and the French hospital database. For each of the two databases, we randomly sampled a train...

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Bibliographic Details
Main Authors: Alain Bernard, Jonathan Cottenet, Catherine Quantin
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Series:Cancers
Subjects:
model performance
hospital database
clinical database
brier score
area under the receiver operating characteristic
discrimination
Online Access:https://www.mdpi.com/2072-6694/16/4/734

Internet

https://www.mdpi.com/2072-6694/16/4/734

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