Cross-Modality Synthesis from CT to PET using FCN and GAN Networks for Improved Automated Lesion Detection

no code implementations • 21 Feb 2018 • Avi Ben-Cohen, Eyal Klang, Stephen P. Raskin, Shelly Soffer, Simona Ben-Haim, Eli Konen, Michal Marianne Amitai, Hayit Greenspan

Quantitative evaluation was conducted using an existing lesion detection software, combining the synthesized PET as a false positive reduction layer for the detection of malignant lesions in the liver.

Generative Adversarial Network Lesion Detection

Virtual PET Images from CT Data Using Deep Convolutional Networks: Initial Results

no code implementations • 30 Jul 2017 • Avi Ben-Cohen, Eyal Klang, Stephen P. Raskin, Michal Marianne Amitai, Hayit Greenspan

In this work we present a novel system for PET estimation using CT scans.