Automatic Breast Tumor Screening of Mammographic Images with Optimal Convolutional Neural Network

Automatic Breast Tumor Screening of Mammographic Images with Optimal Convolutional Neural Network

Mammography is a first-line imaging examination approach used for early breast tumor screening. Computational techniques based on deep-learning methods, such as convolutional neural network (CNN), are routinely used as classifiers for rapid automatic breast tumor screening in mammography examination...

Full description

Bibliographic Details
Main Authors: Pi-Yun Chen, Xuan-Hao Zhang, Jian-Xing Wu, Ching-Chou Pai, Jin-Chyr Hsu, Chia-Hung Lin, Neng-Sheng Pai
Format: Article
Language:English
Published: MDPI AG 2022-04-01
Series:Applied Sciences
Subjects:
convolutional neural network (CNN)
fractional-order cconvolutional operation
adaptive moment estimation algorithm
Online Access:https://www.mdpi.com/2076-3417/12/8/4079

Internet

https://www.mdpi.com/2076-3417/12/8/4079

Similar Items