Balanced Medical Image Classification with Transfer Learning and Convolutional Neural Networks

Balanced Medical Image Classification with Transfer Learning and Convolutional Neural Networks

This paper aims to propose a tool for image classification in medical diagnosis decision support, in a context where computational power is limited and then specific, high-speed computing infrastructures cannot be used (mainly for economic and energy consuming reasons). The proposed method combines...

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Bibliographic Details
Main Authors: David Benavente, Gustavo Gatica, Jesús González-Feliu
Format: Article
Language:English
Published: MDPI AG 2022-03-01
Series:Axioms
Subjects:
computer vision
deep learning
medical imaging
convolutional neural nets
chest X-rays
image classification
Online Access:https://www.mdpi.com/2075-1680/11/3/115

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