A Convolutional Neural Network based system for Colorectal cancer segmentation on MRI images. - Jovana Panic; Arianna Defeudis; Simone Mazzetti; Samanta Rosati; Giuliana Giannetto; Lorenzo Vassallo; Daniele Regge; Gabriella Balestra; Valentina Giannini (EMBC, 2020)

Comparison of radiomics approaches to predict resistance to 1st line chemotherapy in liver metastatic colorectal cancer. - Arianna Defeudis; Lorenzo Cefaloni; Giuliana Giannetto; Giovanni Cappello; Francesco Rizzetto; Jovana Panic; Davide Barra; Giulia Nicoletti; Simone Mazzetti; Alberto Vanzulli; Daniele Regge; Valentina Giannini (EMBC, 2021)

A fully automatic deep learning algorithm to segment rectal Cancer on MR images: a multi-center study. - Jovana Panic; Arianna Defeudis; Simone Mazzetti; Samanta Rosati; Giuliana Giannetto; Monica Micilotta; Lorenzo Vassallo; Marco Gatti; Daniele Regge; Gabriella Balestra; Valentina Giannini (EMBC, 2022)