Deep learning of quantitative ultrasound multi-parametric images at pre-treatment to predict breast cancer response to chemotherapy

In this study, a novel deep learning-based methodology was investigated to predict breast cancer response to neo-adjuvant chemotherapy (NAC) using the quantitative ultrasound (QUS) multi-parametric imaging at pre-treatment. QUS multi-parametric images of breast tumors were generated using the data a...

Descripción completa

Detalles Bibliográficos
Autores principales: Taleghamar, Hamidreza, Jalalifar, Seyed Ali, Czarnota, Gregory J., Sadeghi-Naini, Ali
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/PMC8831592/
https://www.ncbi.nlm.nih.gov/pubmed/35145158
http://dx.doi.org/10.1038/s41598-022-06100-2

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8831592/
https://www.ncbi.nlm.nih.gov/pubmed/35145158
http://dx.doi.org/10.1038/s41598-022-06100-2

Ejemplares similares