Detecting pneumonia in chest radiographs using convolutional neural networks

• Main Authors: Ureta, Jennifer C., Aran, Oya, Rivera, Joanna Pauline
• Format: text
• Published: Animo Repository 2020
• Subjects: Chest—Radiography; Pneumonia—Imaging; Image processing; Computer Sciences; Software Engineering
• Online Access: https://animorepository.dlsu.edu.ph/faculty_research/2623
• Institution: De La Salle University

Pneumonia is an infection of the lungs that can cause mild to severe illness and affects millions of people worldwide. Imaging studies are therefore crucial for the detection and management of patients with pneumonia, and radiography is currently the best method for diagnosis. However, clinical diag...