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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
rsavjani@gmail.com

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