Classification of pulmonary nodules on computed tomography scans. Evaluation of the effectiveness of application of textural features extracted using wavelet transform of image

In this paper, we present an efficient lung nodule classification system. The proposed system extracts various texture and morphological features from the pre-marked regions of interest containing lung nodules. The Gray Level Co-occurrence Matrix method is applied to extract the texture characterist...

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Bibliographic Details
Main Authors: Marina Sergeeva, Igor Ryabchikov, Mark Glaznev, Natalia Gusarova
Format: Article
Language:English
Published: FRUCT 2016-04-01
Series:Proceedings of the XXth Conference of Open Innovations Association FRUCT
Subjects:
Online Access:https://fruct.org/publications/fruct18/files/Ser.pdf