Effect of Training Data Volume on Performance of Convolutional Neural Network Pneumothorax Classifiers.
Large datasets with high-quality labels required to train deep neural networks are challenging to obtain in the radiology domain. This work investigates the effect of training dataset size on the performance of deep learning classifiers, focusing on chest radiograph pneumothorax detection as a proxy...
| Publicado en: | Journal of Digital Imaging Vol. 35; no. 4; pp. 881 - 893 |
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| Autores principales: | , , , , , , , |
| Formato: | diagnostic images research tables/charts Journal Article |
| Publicado: |
Springer Nature
Aug2022
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| Acceso en línea: | Ver este registro en EBSCOhost |