Transfer learning for medical image classification: a literature review

BACKGROUND: Transfer learning (TL) with convolutional neural networks aims to improve performances on a new task by leveraging the knowledge of similar tasks learned in advance. It has made a major contribution to medical image analysis as it overcomes the data scarcity problem as well as it saves t...

Descripción completa

Detalles Bibliográficos
Autores principales: Kim, Hee E., Cosa-Linan, Alejandro, Santhanam, Nandhini, Jannesari, Mahboubeh, Maros, Mate E., Ganslandt, Thomas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Review
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9007400/
https://www.ncbi.nlm.nih.gov/pubmed/35418051
http://dx.doi.org/10.1186/s12880-022-00793-7

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9007400/
https://www.ncbi.nlm.nih.gov/pubmed/35418051
http://dx.doi.org/10.1186/s12880-022-00793-7

Ejemplares similares