How Well Do Self-Supervised Models Transfer to Medical Imaging?

Self-supervised learning approaches have seen success transferring between similar medical imaging datasets, however there has been no large scale attempt to compare the transferability of self-supervised models against each other on medical images. In this study, we compare the generalisability of...

Descripción completa

Detalles Bibliográficos
Autores principales: Anton, Jonah, Castelli, Liam, Chan, Mun Fai, Outters, Mathilde, Tang, Wan Hee, Cheung, Venus, Shukla, Pancham, Walambe, Rahee, Kotecha, Ketan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9782186/
https://www.ncbi.nlm.nih.gov/pubmed/36547485
http://dx.doi.org/10.3390/jimaging8120320

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9782186/
https://www.ncbi.nlm.nih.gov/pubmed/36547485
http://dx.doi.org/10.3390/jimaging8120320

Ejemplares similares