Bookcover of Machine Learning in Healthcare
Booktitle:

Machine Learning in Healthcare

An approach for breast cancer detection on histopathological images

Our Knowledge Publishing (2022-08-04 )

Books loader

Omni badge eligible for voucher
ISBN-13:

978-620-5-05294-5

ISBN-10:
6205052946
EAN:
9786205052945
Book language:
English
Blurb/Shorttext:
Breast cancer is a disease characterized by rampant proliferation of cells that can lead to the appearance of tumors near the breast region. However, the diagnosis of breast cancer has faced several challenges to health professionals and specialists, since it is difficult to analyze biopsy samples, for example. With this in mind and considering the computational advance of computer vision techniques for image recognition, many researchers and experts consider that the use of CAD (Computer-Aided Diagnosis) systems to aid in the diagnosis of breast cancer through the use of image processing and machine learning techniques can contribute positively in the diagnosis of breast cancer among experts. Thus, this work implements three CNN approaches of VGG-16 architecture using the techniques of knowledge transfer and color transfer, aiming to propose and evaluate a solution for the detection of breast cancer in histopathological cancer images using CNN with knowledge transfer and color transfer.
Publishing house:
Our Knowledge Publishing
Website:
https://sciencia-scripts.com
By (author) :
Bruno Torres Marques, Ana Kely Lopes Ferreira
Number of pages:
52
Published on:
2022-08-04
Stock:
Available
Category:
General Natural Sciences
Price:
43.90 €
Keywords:
breast neoplasms, Computer Vision, Knowledge transfer

Books loader

Adyen::diners Adyen::jcb Adyen::discover Adyen::amex Adyen::mc Adyen::visa Adyen::cup Adyen::ach Adyen::wechatpay Adyen::unionpay Paypal Wire Transfer

  0 products in the shopping cart
Edit cart
Loading frontend
LOADING