Semantic Segmentation of the Malignant Breast Imaging Reporting and Data System Lexicon on Breast Ultrasound Images by Using DeepLab v3+

Semantic Segmentation of the Malignant Breast Imaging Reporting and Data System Lexicon on Breast Ultrasound Images by Using DeepLab v3+

In this study, an advanced semantic segmentation method and deep convolutional neural network was applied to identify the Breast Imaging Reporting and Data System (BI-RADS) lexicon for breast ultrasound images, thereby facilitating image interpretation and diagnosis by providing radiologists an obje...

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Bibliographic Details
Main Authors: Wei-Chung Shia, Fang-Rong Hsu, Seng-Tong Dai, Shih-Lin Guo, Dar-Ren Chen
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:Sensors
Subjects:
breast cancer
deep convolutional neural network
semantic segmentation
ultrasonic imaging
computer-aided diagnosis
Online Access:https://www.mdpi.com/1424-8220/22/14/5352

Internet

https://www.mdpi.com/1424-8220/22/14/5352

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