Deep learning based Lung disease(COPD) classification
Principal Investigator
Name
Jinhao Huo
Degrees
None.
Institution
Ningbo University
Position Title
Student
Email
About this CDAS Project
Study
NLST
(Learn more about this study)
Project ID
NLST-1173
Initial CDAS Request Approval
Jan 2, 2024
Title
Deep learning based Lung disease(COPD) classification
Summary
Based on the study of other papers, we believe that the COPD imaging data in the NLST dataset is very precious and valuable. We could use deep learning method to search for a better solution of computer aided diagnosis.
After proper data augments, put data into well a designed CNN to get the diagnosis result.
After proper data augments, put data into well a designed CNN to get the diagnosis result.
Aims
Use deep learning method to search for a better solution of computer aided diagnosis. Getting a better AUC performance and better diagnostic interpretability.
Collaborators
Ying yue, Ningbo University