Lesion-Based Bone Metastasis Detection in Chest Bone Scintigraphy Images of Prostate Cancer Patients Using Pre-Train, Negative Mining, and Deep Learning

This study aimed to explore efficient ways to diagnose bone metastasis early using bone scintigraphy images through negative mining, pre-training, the convolutional neural network, and deep learning. We studied 205 prostate cancer patients and 371 breast cancer patients and used bone scintigraphy da...

Descripción completa

Detalles Bibliográficos
Autores principales: Cheng, Da-Chuan, Hsieh, Te-Chun, Yen, Kuo-Yang, Kao, Chia-Hung
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8000593/
https://www.ncbi.nlm.nih.gov/pubmed/33803921
http://dx.doi.org/10.3390/diagnostics11030518

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8000593/
https://www.ncbi.nlm.nih.gov/pubmed/33803921
http://dx.doi.org/10.3390/diagnostics11030518

Ejemplares similares