Automatic Segmentation with Deep Learning in Radiotherapy

por Isaksson, Lars Johannes, Summers, Paul, Mastroleo, Federico, Marvaso, Giulia, Corrao, Giulia, Vincini, Maria Giulia, Zaffaroni, Mattia, Ceci, Francesco, Petralia, Giuseppe, Orecchia, Roberto, Jereczek-Fossa, Barbara Alicja
Publicado 2023

Machine Learning for Head and Neck Cancer: A Safe Bet?—A Clinically Oriented Systematic Review for the Radiation Oncologist

por Volpe, Stefania, Pepa, Matteo, Zaffaroni, Mattia, Bellerba, Federica, Santamaria, Riccardo, Marvaso, Giulia, Isaksson, Lars Johannes, Gandini, Sara, Starzyńska, Anna, Leonardi, Maria Cristina, Orecchia, Roberto, Alterio, Daniela, Jereczek-Fossa, Barbara Alicja
Publicado 2021

Impact of image filtering and assessment of volume-confounding effects on CT radiomic features and derived survival models in non-small cell lung cancer

por Volpe, Stefania, Isaksson, Lars Johannes, Zaffaroni, Mattia, Pepa, Matteo, Raimondi, Sara, Botta, Francesca, Lo Presti, Giuliana, Vincini, Maria Giulia, Rampinelli, Cristiano, Cremonesi, Marta, de Marinis, Filippo, Spaggiari, Lorenzo, Gandini, Sara, Guckenberger, Matthias, Orecchia, Roberto, Jereczek-Fossa, Barbara Alicja
Publicado 2022

Blood- and Imaging-Derived Biomarkers for Oncological Outcome Modelling in Oropharyngeal Cancer: Exploring the Low-Hanging Fruit

por Volpe, Stefania, Gaeta, Aurora, Colombo, Francesca, Zaffaroni, Mattia, Mastroleo, Federico, Vincini, Maria Giulia, Pepa, Matteo, Isaksson, Lars Johannes, Turturici, Irene, Marvaso, Giulia, Ferrari, Annamaria, Cammarata, Giulio, Santamaria, Riccardo, Franzetti, Jessica, Raimondi, Sara, Botta, Francesca, Ansarin, Mohssen, Gandini, Sara, Cremonesi, Marta, Orecchia, Roberto, Alterio, Daniela, Jereczek-Fossa, Barbara Alicja
Publicado 2023

Quality assurance for automatically generated contours with additional deep learning

por Isaksson, Lars Johannes, Summers, Paul, Bhalerao, Abhir, Gandini, Sara, Raimondi, Sara, Pepa, Matteo, Zaffaroni, Mattia, Corrao, Giulia, Mazzola, Giovanni Carlo, Rotondi, Marco, Lo Presti, Giuliana, Haron, Zaharudin, Alessi, Sara, Pricolo, Paola, Mistretta, Francesco Alessandro, Luzzago, Stefano, Cattani, Federica, Musi, Gennaro, De Cobelli, Ottavio, Cremonesi, Marta, Orecchia, Roberto, Marvaso, Giulia, Petralia, Giuseppe, Jereczek-Fossa, Barbara Alicja
Publicado 2022

Comparison of automated segmentation techniques for magnetic resonance images of the prostate

por Isaksson, Lars Johannes, Pepa, Matteo, Summers, Paul, Zaffaroni, Mattia, Vincini, Maria Giulia, Corrao, Giulia, Mazzola, Giovanni Carlo, Rotondi, Marco, Lo Presti, Giuliana, Raimondi, Sara, Gandini, Sara, Volpe, Stefania, Haron, Zaharudin, Alessi, Sarah, Pricolo, Paola, Mistretta, Francesco Alessandro, Luzzago, Stefano, Cattani, Federica, Musi, Gennaro, Cobelli, Ottavio De, Cremonesi, Marta, Orecchia, Roberto, Marvaso, Giulia, Petralia, Giuseppe, Jereczek-Fossa, Barbara Alicja
Publicado 2023