Wavelet decomposition facilitates training on small datasets for medical image classification by deep learning
The adoption of low-dose computed tomography (LDCT) as the standard of care for lung cancer screening results in decreased mortality rates in high-risk population while increasing false-positive rate. Convolutional neural networks provide an ideal opportunity to improve malignant nodule detection; h...
Main Authors: | , , , |
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Format: | Article |
Language: | English |
Published: |
Springer Science and Business Media Deutschland GmbH
2021
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Subjects: | |
Online Access: | View Fulltext in Publisher |