Dual-Intended Deep Learning Model for Breast Cancer Diagnosis in Ultrasound Imaging

Dual-Intended Deep Learning Model for Breast Cancer Diagnosis in Ultrasound Imaging

Automated medical data analysis demonstrated a significant role in modern medicine, and cancer diagnosis/prognosis to achieve highly reliable and generalizable systems. In this study, an automated breast cancer screening method in ultrasound imaging is proposed. A convolutional deep autoencoder mode...

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Bibliographic Details
Main Authors: Nicolle Vigil, Madeline Barry, Arya Amini, Moulay Akhloufi, Xavier P. V. Maldague, Lan Ma, Lei Ren, Bardia Yousefi
Format: Article
Language:English
Published: MDPI AG 2022-05-01
Series:Cancers
Subjects:
ultrasound imaging
breast cancer
medical image analysis
dimensionality reduction
deep learning
radiomics
Online Access:https://www.mdpi.com/2072-6694/14/11/2663

Internet

https://www.mdpi.com/2072-6694/14/11/2663

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