A Transfer Learning Approach for Malignant Prostate Lesion Detection on Multiparametric MRI

PURPOSE: In prostate focal therapy, it is important to accurately localize malignant lesions in order to increase biological effect of the tumor region while achieving a reduction in dose to noncancerous tissue. In this work, we proposed a transfer learning–based deep learning approach, for classifi...

Descripción completa

Detalles Bibliográficos
Autores principales: Chen, Quan, Hu, Shiliang, Long, Peiran, Lu, Fang, Shi, Yujie, Li, Yunpeng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2019
Materias:
Artificial Intelligence Based Treatment Planning for Radiotherapy
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6589968/
https://www.ncbi.nlm.nih.gov/pubmed/31221034
http://dx.doi.org/10.1177/1533033819858363

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6589968/
https://www.ncbi.nlm.nih.gov/pubmed/31221034
http://dx.doi.org/10.1177/1533033819858363

Ejemplares similares