Jovana Panic - Publications

Impact of Experimental Design in Age Prediction from Retinal Fundus Images.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 03, 2025

Normalization Strategies in Multi-Center Radiomics Abdominal MRI: Systematic Review and Meta-Analyses.

Journal: IEEE open journal of engineering in medicine and biology

Published: February 03, 2023

Could normalization improve robustness of abdominal MRI radiomic features?

Journal: Biomedical physics & engineering express

Published: December 22, 2022

Virtual biopsy in abdominal pathology: where do we stand?

Journal: BJR open

Published: November 18, 2022

A fully automatic deep learning algorithm to segment rectal Cancer on MR images: a multi-center study.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: September 10, 2022

MRI-based radiomics to predict response in locally advanced rectal cancer: comparison of manual and automatic segmentation on external validation in a multicentre study.

Journal: European radiology experimental

Published: December 14, 2021

Comparison of radiomics approaches to predict resistance to 1st line chemotherapy in liver metastatic colorectal cancer.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 11, 2021

Deep learning model for automatic prostate segmentation on bicentric T2w images with and without endorectal coil.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 11, 2021

Radiomics and Magnetic Resonance Imaging of Rectal Cancer: From Engineering to Clinical Practice.

Journal: Diagnostics (Basel, Switzerland)

Published: March 18, 2021

A Convolutional Neural Network based system for Colorectal cancer segmentation on MRI images.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: October 06, 2020

An innovative radiomics approach to predict response to chemotherapy of liver metastases based on CT images.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: October 06, 2020