Comparable Performance of Deep Learning–Based to Manual-Based Tumor Segmentation in KRAS/NRAS/BRAF Mutation Prediction With MR-Based Radiomics in Rectal Cancer

Radiomic features extracted from segmented tumor regions have shown great power in gene mutation prediction, while deep learning–based (DL-based) segmentation helps to address the inherent limitations of manual segmentation. We therefore investigated whether deep learning–based segmentation is feasi...

Descripción completa

Detalles Bibliográficos
Autores principales: Zhang, Guangwen, Chen, Lei, Liu, Aie, Pan, Xianpan, Shu, Jun, Han, Ye, Huan, Yi, Zhang, Jinsong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Oncology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8358773/
https://www.ncbi.nlm.nih.gov/pubmed/34395262
http://dx.doi.org/10.3389/fonc.2021.696706

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8358773/
https://www.ncbi.nlm.nih.gov/pubmed/34395262
http://dx.doi.org/10.3389/fonc.2021.696706

Ejemplares similares