Tensor-Based Learning for Detecting Abnormalities on Digital Mammograms

Tensor-Based Learning for Detecting Abnormalities on Digital Mammograms

In this study, we propose a tensor-based learning model to efficiently detect abnormalities on digital mammograms. Due to the fact that the availability of medical data is limited and often restricted by GDPR (general data protection regulation) compliance, the need for more sophisticated and less d...

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Bibliographic Details
Main Authors: Ioannis N. Tzortzis, Agapi Davradou, Ioannis Rallis, Maria Kaselimi, Konstantinos Makantasis, Anastasios Doulamis, Nikolaos Doulamis
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Diagnostics
Subjects:
mammography
deep learning
machine learning
tensor-based learning
CP decomposition
breast cancer
Online Access:https://www.mdpi.com/2075-4418/12/10/2389

Internet

https://www.mdpi.com/2075-4418/12/10/2389

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