Fus2Net: a novel Convolutional Neural Network for classification of benign and malignant breast tumor in ultrasound images

Fus2Net: a novel Convolutional Neural Network for classification of benign and malignant breast tumor in ultrasound images

Abstract Background The rapid development of artificial intelligence technology has improved the capability of automatic breast cancer diagnosis, compared to traditional machine learning methods. Convolutional Neural Network (CNN) can automatically select high efficiency features, which helps to imp...

Full description

Saved in:
Bibliographic Details
Main Authors: He Ma, Ronghui Tian, Hong Li, Hang Sun, Guoxiu Lu, Ruibo Liu, Zhiguo Wang
Format: article
Language:EN
Published: BMC 2021
Subjects:
Convolutional Neural Network
Deep learning
Data augmentation
Breast ultrasound tumor images
Classification
Medical technology
R855-855.5
Online Access:https://doaj.org/article/3547486f0dda4b46a3ec8400cf4e253f
Tags: Add Tag
No Tags, Be the first to tag this record!

Similar Items

Similar Items