Predictive and discriminative localization of pathology using high resolution class activation maps with CNNs

PURPOSE: Existing class activation mapping (CAM) techniques extract the feature maps only from a single layer of the convolutional neural net (CNN), generally from the final layer and then interpolate to upsample to the original image resolution to locate the discriminative regions. Consequently the...

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Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:PeerJ Comput Sci
Prif Awduron: Shinde, Sumeet, Tupe-Waghmare, Priyanka, Chougule, Tanay, Saini, Jitender, Ingalhalikar, Madhura
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: PeerJ Inc. 2021
Pynciau:
Bioinformatics
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC8293926/
https://ncbi.nlm.nih.gov/pubmed/34322593
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.7717/peerj-cs.622
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