Diagnostic efficiency of multi-modal MRI based deep learning with Sobel operator in differentiating benign and malignant breast mass lesions—a retrospective study

Diagnostic efficiency of multi-modal MRI based deep learning with Sobel operator in differentiating benign and malignant breast mass lesions—a retrospective study

Purpose To compare the diagnostic efficiencies of deep learning single-modal and multi-modal for the classification of benign and malignant breast mass lesions. Methods We retrospectively collected data from 203 patients (207 lesions, 101 benign and 106 malignant) with breast tumors who underwent br...

Full description

Bibliographic Details
Main Authors: Weixia Tang, Ming Zhang, Changyan Xu, Yeqin Shao, Jiahuan Tang, Shenchu Gong, Hao Dong, Meihong Sheng
Format: Article
Language:English
Published: PeerJ Inc. 2023-07-01
Series:PeerJ Computer Science
Subjects:
Breast
Mass
Magnetic resonance
Deep learning
Multi-modal
Sobel operator
Online Access:https://peerj.com/articles/cs-1460.pdf

Internet

https://peerj.com/articles/cs-1460.pdf

Similar Items