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Lung Cancer Detection Based on Kernel PCA-Convolution Neural Network Feature Extraction and Classification by Fast Deep Belief Neural Network in Disease Management Using Multimedia Data Sources

In lung cancer, tumor histology is a significant predictor of treatment response and prognosis. Although tissue samples for pathologist view are the most pertinent approach for histology classification, current advances in DL for medical image analysis point to the importance of radiologic data in f...

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Detalles Bibliográficos
Autores principales: Jain, Deepak Kumar, Lakshmi, Kesana Mohana, Varma, Kothapalli Phani, Ramachandran, Manikandan, Bharati, Subrato
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9167006/
https://www.ncbi.nlm.nih.gov/pubmed/35669646
http://dx.doi.org/10.1155/2022/3149406