XDecompo: Explainable Decomposition Approach in Convolutional Neural Networks for Tumour Image Classification

XDecompo: Explainable Decomposition Approach in Convolutional Neural Networks for Tumour Image Classification

Of the various tumour types, colorectal cancer and brain tumours are still considered among the most serious and deadly diseases in the world. Therefore, many researchers are interested in improving the accuracy and reliability of diagnostic medical machine learning models. In computer-aided diagnos...

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Bibliographic Details
Main Authors: Asmaa Abbas, Mohamed Medhat Gaber, Mohammed M. Abdelsamea
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Sensors
Subjects:
explainable artificial intelligence
convolutional neural networks
medical images classification
unsupervised pre-training
data irregularities
Online Access:https://www.mdpi.com/1424-8220/22/24/9875

Internet

https://www.mdpi.com/1424-8220/22/24/9875

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