Classification of Microcalcification Clusters in Digital Mammograms Using a Stack Generalization Based Classifier

Classification of Microcalcification Clusters in Digital Mammograms Using a Stack Generalization Based Classifier

This paper presents a machine learning based approach for the discrimination of malignant and benign microcalcification (MC) clusters in digital mammograms. A series of morphological operations was carried out to facilitate the feature extraction from segmented microcalcification. A combination of m...

Full description

Bibliographic Details
Main Authors: Nashid Alam, Erika R. E. Denton, Reyer Zwiggelaar
Format: Article
Language:English
Published: MDPI AG 2019-09-01
Series:Journal of Imaging
Subjects:
digital mammogram
microcalcification
stack generalization
classification
morphological features
Online Access:https://www.mdpi.com/2313-433X/5/9/76

Internet

https://www.mdpi.com/2313-433X/5/9/76

Similar Items