Reliability and prognostic value of radiomic features are highly dependent on choice of feature extraction platform

OBJECTIVE: To investigate the effects of Image Biomarker Standardisation Initiative (IBSI) compliance, harmonisation of calculation settings and platform version on the statistical reliability of radiomic features and their corresponding ability to predict clinical outcome. METHODS: The statistical...

Descripción completa

Detalles Bibliográficos
Autores principales: Fornacon-Wood, Isabella, Mistry, Hitesh, Ackermann, Christoph J., Blackhall, Fiona, McPartlin, Andrew, Faivre-Finn, Corinne, Price, Gareth J., O’Connor, James P. B.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2020
Materias:
Imaging Informatics and Artificial Intelligence
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7553896/
https://www.ncbi.nlm.nih.gov/pubmed/32483644
http://dx.doi.org/10.1007/s00330-020-06957-9

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7553896/
https://www.ncbi.nlm.nih.gov/pubmed/32483644
http://dx.doi.org/10.1007/s00330-020-06957-9

Ejemplares similares