Pulmonary fibrosis progression prediction based on ResNet50 architecture

• Main Author: Wu, Jingyuan
• Other Authors: Jagath C Rajapakse
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering::Computer applications::Life and medical sciences; Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/166528
• Institution: Nanyang Technological University

Pulmonary fibrosis (PF) is a chronic lung disease which causes permanent scarring of lung tissue over time. Current treatment options focus on slowing down the scarring process and increasing quality of life for the patient. However, due to the variable rate of progression between patients, and the...