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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...
Autores principales: | Cheng, Da-Chuan, Hsieh, Te-Chun, Yen, Kuo-Yang, Kao, Chia-Hung |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
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 |
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