3D CNN with Visual Insights for Early Detection of Lung Cancer Using Gradient-Weighted Class Activation

The 3D convolutional neural network is able to make use of the full nonlinear 3D context information of lung nodule detection from the DICOM (Digital Imaging and Communications in Medicine) images, and the Gradient Class Activation has shown to be useful for tailoring classification tasks and locali...

Descripción completa

Detalles Bibliográficos
Autores principales: Neal Joshua, Eali Stephen, Bhattacharyya, Debnath, Chakkravarthy, Midhun, Byun, Yung-Cheol
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2021
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7979307/
https://www.ncbi.nlm.nih.gov/pubmed/33777347
http://dx.doi.org/10.1155/2021/6695518

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7979307/
https://www.ncbi.nlm.nih.gov/pubmed/33777347
http://dx.doi.org/10.1155/2021/6695518

Ejemplares similares