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Comparison of handcrafted features and convolutional neural networks for liver MR image adequacy assessment

We propose a random forest classifier for identifying adequacy of liver MR images using handcrafted (HC) features and deep convolutional neural networks (CNNs), and analyze the relative role of these two components in relation to the training sample size. The HC features, specifically developed for...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Argitaratua izan da:Sci Rep
Egile Nagusiak: Lin, Wenyi, Hasenstab, Kyle, Moura Cunha, Guilherme, Schwartzman, Armin
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: Nature Publishing Group UK 2020
Gaiak:
Sarrera elektronikoa:https://ncbi.nlm.nih.gov/pmc/articles/PMC7683555/
https://ncbi.nlm.nih.gov/pubmed/33230152
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-020-77264-y
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