Breast Cancer Detection on Dual-View Sonography via Data-Centric Deep Learning

Breast Cancer Detection on Dual-View Sonography via Data-Centric Deep Learning

<italic>Goal:</italic> This study aims to enhance AI-assisted breast cancer diagnosis through dual-view sonography using a data-centric approach. <italic>Methods:</italic> We customize a DenseNet-based model on our exclusive dual-view breast ultrasound dataset to enhance the...

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Bibliographic Details
Main Authors: Ting-Ruen Wei, Michele Hell, Aren Vierra, Ran Pang, Young Kang, Mahesh Patel, Yuling Yan
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Open Journal of Engineering in Medicine and Biology
Subjects:
Breast cancer classification
deep learning
radiologist comparison
Online Access:https://ieeexplore.ieee.org/document/10666269/
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