Clinically focused multi-cohort benchmarking as a tool for external validation of artificial intelligence algorithm performance in basic chest radiography analysis

Artificial intelligence (AI) algorithms evaluating [supine] chest radiographs ([S]CXRs) have remarkably increased in number recently. Since training and validation are often performed on subsets of the same overall dataset, external validation is mandatory to reproduce results and reveal potential t...

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Detalles Bibliográficos
Autores principales: Rudolph, Jan, Schachtner, Balthasar, Fink, Nicola, Koliogiannis, Vanessa, Schwarze, Vincent, Goller, Sophia, Trappmann, Lena, Hoppe, Boj F., Mansour, Nabeel, Fischer, Maximilian, Ben Khaled, Najib, Jörgens, Maximilian, Dinkel, Julien, Kunz, Wolfgang G., Ricke, Jens, Ingrisch, Michael, Sabel, Bastian O., Rueckel, Johannes
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9329327/
https://www.ncbi.nlm.nih.gov/pubmed/35896763
http://dx.doi.org/10.1038/s41598-022-16514-7

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9329327/
https://www.ncbi.nlm.nih.gov/pubmed/35896763
http://dx.doi.org/10.1038/s41598-022-16514-7

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