A Transfer Learning Method for Pneumonia Classification and Visualization
Pneumonia is an infectious disease that affects the lungs and is one of the principal causes of death in children under five years old. The Chest X-ray images technique is one of the most used for diagnosing pneumonia. Several Machine Learning algorithms have been successfully used in order to provi...
Main Authors: | Juan Eduardo Luján-García, Cornelio Yáñez-Márquez, Yenny Villuendas-Rey, Oscar Camacho-Nieto |
---|---|
Format: | Article |
Language: | English |
Published: |
MDPI AG
2020-04-01
|
Series: | Applied Sciences |
Subjects: | |
Online Access: | https://www.mdpi.com/2076-3417/10/8/2908 |
Similar Items
-
NanoChest-Net: A Simple Convolutional Network for Radiological Studies Classification
by: Juan Eduardo Luján-García, et al.
Published: (2021-04-01) -
Fast COVID-19 and Pneumonia Classification Using Chest X-ray Images
by: Juan Eduardo Luján-García, et al.
Published: (2020-08-01) -
Pneumonia Classification from X-ray Images with Inception-V3 and Convolutional Neural Network
by: Muhammad Mujahid, et al.
Published: (2022-05-01) -
PneumoniaNet: Automated Detection and Classification of Pediatric Pneumonia Using Chest X-ray Images and CNN Approach
by: Roaa Alsharif, et al.
Published: (2021-11-01) -
Dynamic Nearest Neighbor: An Improved Machine Learning Classifier and Its Application in Finances
by: Oscar Camacho-Urriolagoitia, et al.
Published: (2021-09-01)