Early identification of different pulmonary pathologies using chest X-ray and machine learning algorithms

Early identification of different pulmonary pathologies using chest X-ray and machine learning algorithms

The present research work focuses on the study of several neural networks trained for the detection of lung diseases. The networks used were ResNet-18, ResNet-50, ResNet 101, VGG19 and Inception V3 and the data set was obtained from NIHCC being 112120 the total number of images with which different...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Egile nagusia: Mena Urresta, Kevin Andrés (author)
Formatua: bachelorThesis
Hizkuntza:eng
Argitaratua: 2024
Gaiak:
Enfermedades pulmonares
Redes neuronales
Clasificación de imágenes
Pulmonary diseases
Neural networks
Image classification
Sarrera elektronikoa:http://repositorio.yachaytech.edu.ec/handle/123456789/783
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http://repositorio.yachaytech.edu.ec/handle/123456789/783

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