Gigapixel Histopathological Image Analysis Using Attention-Based Neural Networks

Although CNNs are widely considered as the state-of-the-art models in various applications of image analysis, one of the main challenges still open is the training of a CNN on high resolution images. Different strategies have been proposed involving either a rescaling of the image or an individual p...

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Bibliographic Details
Main Authors: Nadia Brancati, Giuseppe De Pietro, Daniel Riccio, Maria Frucci
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9447746/