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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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Principais autores: Ioannis N. Tzortzis, Agapi Davradou, Ioannis Rallis, Maria Kaselimi, Konstantinos Makantasis, Anastasios Doulamis, Nikolaos Doulamis
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2022-10-01
coleção:Diagnostics
Assuntos:
mammography
deep learning
machine learning
tensor-based learning
CP decomposition
breast cancer
Acesso em linha:https://www.mdpi.com/2075-4418/12/10/2389
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