Classification of malignant tumours in breast ultrasound using unsupervised machine learning approaches

Abstract Traditional computer-aided diagnosis (CAD) processes include feature extraction, selection, and classification. Effective feature extraction in CAD is important in improving the classification’s performance. We introduce a machine-learning method and have designed an analysis procedure of b...

Full description

Bibliographic Details
Main Authors: Wei-Chung Shia, Li-Sheng Lin, Dar-Ren Chen
Format: Article
Language:English
Published: Nature Publishing Group 2021-01-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-81008-x