Towards improving magnetic resonance image classification
Journal
Sarcoma
Date Issued
2010
Author(s)
Madzarov, Gjorgji
Loshkovska, Suzana
Abstract
The main goal of this paper is to propose and
investigate a three-stage hierarchical classification scheme.
The proposed scheme was examined on the dataset of
magnetic resonance images. The experimental results
obtained from the classification with the proposed method
outperformed the results provided by the flat classification
and the two-stage hierarchical classification examined in our
previous work. According to this, we can conclude that the
proposed method is more suitable for solving MRI
classification problem.
investigate a three-stage hierarchical classification scheme.
The proposed scheme was examined on the dataset of
magnetic resonance images. The experimental results
obtained from the classification with the proposed method
outperformed the results provided by the flat classification
and the two-stage hierarchical classification examined in our
previous work. According to this, we can conclude that the
proposed method is more suitable for solving MRI
classification problem.
Subjects
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