Applied Computer Vision on 2-Dimensional Lung X-Ray Images for Assisted Medical Diagnosis of Pneumonia

• Published in: arXiv.org
• Main Authors: Ralph Joseph S D Ligueran, Manuel Luis C Delos Santos, Tinio, Ronaldo S, Valencia, Emmanuel H
• Format: Paper Journal Article
• Language: English
• Published: Ithaca Cornell University Library, arXiv.org 27.07.2022
• Subjects: Algorithms; Applications programs; Artificial intelligence; Artificial neural networks; Bioinformatics; Computer Science - Computer Vision and Pattern Recognition; Computer Science - Learning; Computer vision; Design of experiments; Diagnosis; Knowledge bases (artificial intelligence); Lungs; Machine learning; Medical diagnosis; Medical imaging; Neural networks; Pneumonia; Two dimensional analysis

This study focuses on the application of a specific subfield of artificial intelligence referred to as computer vision in the analysis of 2-dimensional lung x-ray images for the assisted medical diagnosis of ordinary pneumonia. A convolutional neural network algorithm was implemented in a Python-cod...