Validation pipeline for machine learning algorithm assessment for multiple vendors

A standardized objective evaluation method is needed to compare machine learning (ML) algorithms as these tools become available for clinical use. Therefore, we designed, built, and tested an evaluation pipeline with the goal of normalizing performance measurement of independently developed algorith...

Descripción completa

Detalles Bibliográficos
Autores principales: Bizzo, Bernardo C., Ebrahimian, Shadi, Walters, Mark E., Michalski, Mark H., Andriole, Katherine P., Dreyer, Keith J., Kalra, Mannudeep K., Alkasab, Tarik, Digumarthy, Subba R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9053776/
https://www.ncbi.nlm.nih.gov/pubmed/35486572
http://dx.doi.org/10.1371/journal.pone.0267213

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9053776/
https://www.ncbi.nlm.nih.gov/pubmed/35486572
http://dx.doi.org/10.1371/journal.pone.0267213

Ejemplares similares