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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...

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser: Ioannis N. Tzortzis, Agapi Davradou, Ioannis Rallis, Maria Kaselimi, Konstantinos Makantasis, Anastasios Doulamis, Nikolaos Doulamis
Format: Artigo
Sprache:Inglês
Veröffentlicht: MDPI AG 2022-10-01
Schriftenreihe:Diagnostics
Schlagworte:
mammography
deep learning
machine learning
tensor-based learning
CP decomposition
breast cancer
Online-Zugang:https://www.mdpi.com/2075-4418/12/10/2389
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