Imaging-Based Prediction of Molecular Therapy Targets in NSCLC by Radiogenomics and AI Approaches: A Systematic Review

by Gaia Ninatti, Margarita Kirienko, Emanuele Neri, Martina Sollini, Arturo Chiti
Published 2020-05-01

Convolutional Neural Networks Promising in Lung Cancer T-Parameter Assessment on Baseline FDG-PET/CT

by Margarita Kirienko, Martina Sollini, Giorgia Silvestri, Serena Mognetti, Emanuele Voulaz, Lidija Antunovic, Alexia Rossi, Luca Antiga, Arturo Chiti
Published 2018-01-01

PSMA expression level predicts differentiated thyroid cancer aggressiveness and patient outcome

by Martina Sollini, Luca di Tommaso, Margarita Kirienko, Chiara Piombo, Marco Erreni, Andrea Gerardo Lania, Paola Anna Erba, Lidija Antunovic, Arturo Chiti
Published 2019-10-01

Radiomics based analysis to predict local control and survival in hepatocellular carcinoma patients treated with volumetric modulated arc therapy

by Luca Cozzi, Nicola Dinapoli, Antonella Fogliata, Wei-Chung Hsu, Giacomo Reggiori, Francesca Lobefalo, Margarita Kirienko, Martina Sollini, Davide Franceschini, Tiziana Comito, Ciro Franzese, Marta Scorsetti, Po-Ming Wang
Published 2017-12-01

Methodological framework for radiomics applications in Hodgkin’s lymphoma

by Martina Sollini, Margarita Kirienko, Lara Cavinato, Francesca Ricci, Matteo Biroli, Francesca Ieva, Letizia Calderoni, Elena Tabacchi, Cristina Nanni, Pier Luigi Zinzani, Stefano Fanti, Anna Guidetti, Alessandra Alessi, Paolo Corradini, Ettore Seregni, Carmelo Carlo-Stella, Arturo Chiti
Published 2020-06-01

Computed tomography based radiomic signature as predictive of survival and local control after stereotactic body radiation therapy in pancreatic carcinoma.

by Luca Cozzi, Tiziana Comito, Antonella Fogliata, Ciro Franzese, Davide Franceschini, Cristiana Bonifacio, Angelo Tozzi, Lucia Di Brina, Elena Clerici, Stefano Tomatis, Giacomo Reggiori, Francesca Lobefalo, Antonella Stravato, Pietro Mancosu, Alessandro Zerbi, Martina Sollini, Margarita Kirienko, Arturo Chiti, Marta Scorsetti
Published 2019-01-01