Next-Generation Diagnostics: The Impact of Synthetic Data Generation on the Detection of Breast Cancer from Ultrasound Imaging

Breast cancer is one of the most lethal and widespread diseases affecting women worldwide. As a result, it is necessary to diagnose breast cancer accurately and efficiently utilizing the most cost-effective and widely used methods. In this research, we demonstrated that synthetically created high-qu...

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Bibliographic Details

Published in:	Mathematics
Main Authors:	Hari Mohan Rai, Serhii Dashkevych, Joon Yoo
Format:	Article
Language:	English
Published:	MDPI AG 2024-09-01
Subjects:	ultrasound imaging breast cancer detection deep learning synthetic dataset generation StyleGAN3 EffiecientNet-B7
Online Access:	https://www.mdpi.com/2227-7390/12/18/2808