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5DCT Radiation Oncology

Principal Investigator
Name
RICKY SAVJANI
Degrees
M.D.,Ph.D
Institution
University of California Los Angeles
Position Title
Assistant Professor
Email
About this CDAS Project
Study
NLST (Learn more about this study)
Project ID
NLST-1240
Initial CDAS Request Approval
Apr 29, 2024
Title
5DCT Radiation Oncology
Summary
My lab at UCLA Radiation Oncology is building a respiratory dynamic motion model for patients undergoing radiotherapy to the lung. We would like to build a stable diffusion model and need access to a large set of 3D CT Images.
Aims

- Aim 1:Build Conditional VAE Model for UCLA 5DCT Data
- Aim 2: Build Stable Diffusion Model with NLST Data
- Aim 3: Fine Tune for Stable Diffusion Model for 5DCT UCLA Data

Collaborators

Daniel Low, PhD