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On the Robustness of Deep Learning based Lung Nodule Classification for CT Images with respect to Image Noise
Robustness is an important aspect when evaluating a method of medical image analysis. In this study, we investigated robustness of a deep learning-based lung nodule classification model for CT images with respect to noise perturbations. A deep neural network (DNN) was established to classify 3D CT i...
में बचाया:
| में प्रकाशित: | Phys Med Biol |
|---|---|
| मुख्य लेखकों: | , , , , , , , |
| स्वरूप: | Artigo |
| भाषा: | Inglês |
| प्रकाशित: |
2020
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| विषय: | |
| ऑनलाइन पहुंच: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7870572/ https://ncbi.nlm.nih.gov/pubmed/33152716 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1088/1361-6560/abc812 |
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