TrGAN can generate 3-D medical images that retain important image features and statistical properties of the training data set, with minimal privacy loss as ...

Jun 13, 2022 · We introduce our 3-D generative model, Transversal GAN (TrGAN), using head & neck PET images which are conditioned on tumour masks as a case study.

TrGAN can generate 3-D medical images that retain important image features and statistical properties of the training data set, with minimal privacy loss.

TrGAN can generate 3-D medical images that retain important image features and statistical properties of the training data set, with minimal privacy loss.

Methods: We introduce our 3-D generative model, Transversal GAN (TrGAN), using head & neck PET images which are conditioned on tumour masks as a case study. We ...

We introduce our 3-D generative model, Transversal GAN (TrGAN), using head & neck PET images which are conditioned on tumour masks as a case study. We define ...

Request PDF | On Nov 1, 2023, Robert V. Bergen and others published Assessing Privacy Leakage in Synthetic 3-D PET Imaging using Transversal GAN | Find, ...

Assessing privacy leakage in synthetic 3-D PET imaging using transversal GAN. ... Assessing Privacy Leakage in Synthetic 3-D PET Imaging using Transversal GAN.

This repository contains code used to generate synthetic 3-D Head and Neck PET images using Transversal GAN as seen in the following papers:.

Assessing Privacy Leakage in Synthetic 3-D PET Imaging using Transversal GAN ... 3-D generative model, Transversal GAN (TrGAN), can generate 3-D medical ...