Computer Aided Classifier of Colorectal Cancer on Histopatological Whole Slide Images Analyzing Deep Learning Architecture Parameters

Computer Aided Classifier of Colorectal Cancer on Histopatological Whole Slide Images Analyzing Deep Learning Architecture Parameters

The diagnosis of different pathologies and stages of cancer using whole histopathology slide images (WSI) is the gold standard for determining the degree of tissue metastasis. The use of deep learning systems in the field of medical images, especially histopathology images, is becoming increasingly...

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Bibliographic Details
Main Authors: Elena Martínez-Fernandez, Ignacio Rojas-Valenzuela, Olga Valenzuela, Ignacio Rojas
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Applied Sciences
Subjects:
deep learning
convolutional neural network
WSI
cancer
hyperparameters
histopathology images
Online Access:https://www.mdpi.com/2076-3417/13/7/4594

Internet

https://www.mdpi.com/2076-3417/13/7/4594

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