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...

• Yazar: Mena Urresta, Kevin Andrés (author)
• Materyal Türü: bachelorThesis
• Dil: eng
• Baskı/Yayın Bilgisi: 2024
• Konular: Enfermedades pulmonares; Redes neuronales; Clasificación de imágenes; Pulmonary diseases; Neural networks; Image classification
• Online Erişim: http://repositorio.yachaytech.edu.ec/handle/123456789/783