3D-MCN: A 3D Multi-scale Capsule Network for Lung Nodule Malignancy Prediction

Despite the advances in automatic lung cancer malignancy prediction, achieving high accuracy remains challenging. Existing solutions are mostly based on Convolutional Neural Networks (CNNs), which require a large amount of training data. Most of the developed CNN models are based only on the main no...

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Detalles Bibliográficos
Autores principales: Afshar, Parnian, Oikonomou, Anastasia, Naderkhani, Farnoosh, Tyrrell, Pascal N., Plataniotis, Konstantinos N., Farahani, Keyvan, Mohammadi, Arash
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7224210/
https://www.ncbi.nlm.nih.gov/pubmed/32409715
http://dx.doi.org/10.1038/s41598-020-64824-5

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7224210/
https://www.ncbi.nlm.nih.gov/pubmed/32409715
http://dx.doi.org/10.1038/s41598-020-64824-5

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