Utilization of neural networks to identify and predict future cancer growth with images
Principal Investigator
Name
Wenzhi Zhang
Degrees
None
Institution
Detroit Country Day School
Position Title
Student
Email
About this CDAS Project
Study
NLST
(Learn more about this study)
Project ID
NLST-1329
Initial CDAS Request Approval
Sep 30, 2024
Title
Utilization of neural networks to identify and predict future cancer growth with images
Summary
We're combining network architectures in multiple areas to accelerate the treatment of cancer patients. Specifically, we're merging old and prevalent techniques such as U-Net architectures with Mathematically proven approximation theorems in order to generate entirely new images of future growth of cancer.
Aims
When given a scan of a cancer, our project wishes to generate an image of what the cancer may grow to be, assisting doctors to identify hidden dangers of even benign tumors.
Collaborators
Shivansh Sahni