Jovana Panic - RankMe

11 papers C 1Journal 1Unranked 9

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Rectal Cancer Segmentation: A Methodical Approach for Generalizable Deep Learning in a Multi-Center Setting. Int. J. Imaging Syst. Technol. Jovana Panic, Arianna Defeudis, Lorenzo Vassallo, Stefano Cirillo, Marco Gatti, Roberto Sghedoni, Michele Avanzo, Angelo Vanzulli, Luca Sorrentino, Luca Boldrini, Huong Elena Tran, Giuditta Chiloiro, Giuseppe Roberto D'Agostino, Enrico Menghi, Roberta Fusco, Antonella Petrillo, Vincenza Granata, Martina Mori, Claudio Fiorino, Barbara Alicja Jereczek-Fossa, Marianna Alessandra Gerardi, Serena Dell'Aversana, Antonio Esposito, Daniele Regge, Samanta Rosati, Gabriella Balestra, Valentina Giannini
2023	C	`conf`	Comparison between Different Approaches for the Creation of the Training Set: How Clustering and Dimensionality Impact the Performance of a Deep Learning Model. BIBE Jovana Panic, Arianna Defeudis, Daniele Regge, Gabriella Balestra, Samanta Rosati, Valentina Giannini
2022	—	`conf`	A Deep Learning model to segment liver metastases on CT images acquired at different time-points during chemotherapy. MeMeA Arianna Defeudis, Jovana Panic, Walter Guzzinati, Laura Pusceddu, Lorenzo Vassallo, Daniele Regge, Valentina Giannini
2022	—	`conf`	A fully automatic deep learning algorithm to segment rectal Cancer on MR images: a multi-center study. EMBC Jovana Panic, Arianna Defeudis, Simone Mazzetti, Samanta Rosati, Giuliana Giannetto, Monica Micilotta, Lorenzo Vassallo, Marco Gatti, Daniele Regge, Gabriella Balestra, Valentina Giannini
2022	—	`conf`	Impact of network parameters on a U-Net based system for rectal cancer segmentation on MR images. MeMeA Jovana Panic, Valentina Giannini, Arianna Defeudis, Daniele Regge, Gabriella Balestra, Samanta Rosati
2021	—	`conf`	Comparison of radiomics approaches to predict resistance to 1st line chemotherapy in liver metastatic colorectal cancer. EMBC Arianna Defeudis, Lorenzo Cefaloni, Giuliana Giannetto, Giovanni Cappello, Francesco Rizzetto, Jovana Panic, Davide Barra, Giulia Nicoletti, Simone Mazzetti, Alberto Vanzulli, Daniele Regge, Valentina Giannini
2021	—	`conf`	Deep learning model for automatic prostate segmentation on bicentric T2w images with and without endorectal coil. EMBC Davide Barra, Giulia Nicoletti, Arianna Defeudis, Simone Mazzetti, Jovana Panic, Marco Gatti, Riccardo Faletti, Filippo Russo, Daniele Regge, Valentina Giannini
2020	—	`conf`	A Convolutional Neural Network based system for Colorectal cancer segmentation on MRI images. EMBC Jovana Panic, Arianna Defeudis, Simone Mazzetti, Samanta Rosati, Giuliana Giannetto, Lorenzo Vassallo, Daniele Regge, Gabriella Balestra, Valentina Giannini
2020	—	`conf`	An innovative radiomics approach to predict response to chemotherapy of liver metastases based on CT images. EMBC Valentina Giannini, Arianna Defeudis, Samanta Rosati, Giovanni Cappello, Simone Mazzetti, Jovana Panic, Daniele Regge, Gabriella Balestra
2020	—	`conf`	Comparison of different classifiers to recognize active bone marrow from CT images. MeMeA Samanta Rosati, Pierfrancesco Franco, Christian Fiandra, Francesca Arcadipane, Patrick Silvetti, Elena Gallio, Jovana Panic, Umberto Ricardi, Gabriella Balestra
2020	—	`conf`	Deep learning to segment liver metastases on CT images: impact on a radiomics method to predict response to chemotherapy. MeMeA Valentina Giannini, Arianna Defeudis, Samanta Rosati, Giovanni Cappello, Lorenzo Vassallo, Simone Mazzetti, Jovana Panic, Daniele Regge, Gabriella Balestra