Influence of the Computer-Aided Decision Support System Design on Ultrasound-Based Breast Cancer Classification

Influence of the Computer-Aided Decision Support System Design on Ultrasound-Based Breast Cancer Classification

Automation of medical data analysis is an important topic in modern cancer diagnostics, aiming at robust and reproducible workflows. Therefore, we used a dataset of breast US images (252 malignant and 253 benign cases) to realize and compare different strategies for CAD support in lesion detection a...

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Bibliographic Details
Main Authors: Zuzanna Anna Magnuska, Benjamin Theek, Milita Darguzyte, Moritz Palmowski, Elmar Stickeler, Volkmar Schulz, Fabian Kießling
Format: Article
Language:English
Published: MDPI AG 2022-01-01
Series:Cancers
Subjects:
breast cancer
ultrasound
medical image analysis
machine learning
deep learning
radiomics
Online Access:https://www.mdpi.com/2072-6694/14/2/277

Internet

https://www.mdpi.com/2072-6694/14/2/277

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