Deep learning radiomics on grayscale ultrasound images assists in diagnosing benign and malignant of BI-RADS 4 lesions

Deep learning radiomics on grayscale ultrasound images assists in diagnosing benign and malignant of BI-RADS 4 lesions

Abstract This study aimed to explore a deep learning radiomics (DLR) model based on grayscale ultrasound images to assist radiologists in distinguishing between benign breast lesions (BBL) and malignant breast lesions (MBL). A total of 382 patients with breast lesions were included, comprising 183 b...

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Bibliographic Details
Main Authors: Liu Yang, Naiwen Zhang, Junying Jia, Zhe Ma
Format: Article
Language:English
Published: Nature Portfolio 2024-12-01
Series:Scientific Reports
Subjects:
Deep learning
Radiomics
Breast cancer
BI-RADS 4
Ultrasound
Online Access:https://doi.org/10.1038/s41598-024-83347-x
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https://doi.org/10.1038/s41598-024-83347-x

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