X-Ray Image Analysis for the Neural Network-Based Detection of Pathology


Cite item

Full Text

Open Access Open Access
Restricted Access Access granted
Restricted Access Subscription Access

Abstract

A neural network-based way of analyzing X-ray images for detecting pathology in lung tissue is proposed. A software module is developed in the Python programming language using the TensorFlow library to produce a neural network. The performance of the neural network is analyzed.

About the authors

R. Sh. Minyazev

Kazan National Research Technical University

Author for correspondence.
Email: kruzenshteyn@yandex.ru
Russian Federation, Kazan, 420111

A. A. Rumyantsev

Kazan National Research Technical University

Email: kruzenshteyn@yandex.ru
Russian Federation, Kazan, 420111

S. A. Dyganov

Kazan National Research Technical University

Email: kruzenshteyn@yandex.ru
Russian Federation, Kazan, 420111

A. A. Baev

Volga State University of Technology

Email: kruzenshteyn@yandex.ru
Russian Federation, Yoshkar-Ola, Republic of Mari El, 424000

Supplementary files

Supplementary Files
Action
1. JATS XML

Copyright (c) 2018 Allerton Press, Inc.