Ivan Zhovannik - Publications

Frequency-Domain-Based Structure Losses for CycleGAN-Based Cone-Beam Computed Tomography Translation.

Journal: Sensors (Basel, Switzerland)

Published: November 20, 2022

Segmentation Uncertainty Estimation as a Sanity Check for Image Biomarker Studies.

Journal: Cancers

Published: January 15, 2022

Radiomics integration into a picture archiving and communication system.

Journal: Physics and imaging in radiation oncology

Published: June 04, 2021

Generative models improve radiomics reproducibility in low dose CTs: a simulation study.

Journal: Physics in medicine and biology

Published: April 30, 2021

A systematic review and quality of reporting checklist for repeatability and reproducibility of radiomic features.

Journal: Physics and imaging in radiation oncology

Published: April 01, 2021

Machine learning helps identifying volume-confounding effects in radiomics.

Journal: Physica medica : PM : an international journal devoted to the applications of physics to medicine and biology : official journal of the Italian Association of Biomedical Physics (AIFB)

Published: October 30, 2019

Learning from scanners: Bias reduction and feature correction in radiomics.

Journal: Clinical and translational radiation oncology

Published: June 09, 2019

Distributed radiomics as a signature validation study using the Personal Health Train infrastructure.

Journal: Scientific data

Published: April 23, 2019