Статья

Classification of medical images of patients with Covid-19 using transfer learning technology of convolutional neural network

A. Miroshnichenko, V. Mikhelev,
2021

The paper shows an approach to solving the problem of classifying X-ray images of the chest part of a healthy person and with the presence of COVID-19. The method is a trainable convolutional neural network. The results obtained allow improving existing approaches and methods in the field of classification of medical images with COVID-19, as well as obtaining an auxiliary mechanism for detecting COVID-19 in patients.

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  • 1. Version of Record от 2021-02-17

Метаданные

Об авторах
  • A. Miroshnichenko
    Belgorod State University
  • V. Mikhelev
    Belgorod State University
Название журнала
  • Journal of Physics: Conference Series
Том
  • 1801
Выпуск
  • 1
Номер гранта
  • undefined
Тип документа
  • journal article
Тип лицензии Creative Commons
  • CC BY
Правовой статус документа
  • Свободная лицензия
Источник
  • scopus