Joint segmentation and registration of lung nodules
Principal Investigator
Name
Feng Shixiang
Degrees
M.D
Institution
South China University of Technology
Position Title
Student
Email
About this CDAS Project
Study
NLST
(Learn more about this study)
Project ID
NLST-1158
Initial CDAS Request Approval
Nov 13, 2023
Title
Joint segmentation and registration of lung nodules
Summary
I would like to construct a joint segmentation and registration model that simultaneously realizes the registration and segmentation of lung nodules in a single network, and the mutual reinforcement of registration and segmentation through a joint network. So I would like to get a multi-temporal image data from you guys with lung nodules. Thanks a lot. I may publish a corresponding article in the future, and if your data is helpful, I will thank you in the acknowledgement section. Thank you for supporting my research work!
Aims
1. Multi-temporal image registration of lungs containing pulmonary nodule.
2. Segmentation of lung nodules on lung images.
3. Combine the two tasks of segmentation and registration to realize the mutual promotion of the two.
Collaborators
Bin Lee, South China University of Technology