CRESPI, LEONARDO
CRESPI, LEONARDO
DIPARTIMENTO DI ELETTRONICA, INFORMAZIONE E BIOINGEGNERIA
Are 3D better than 2D Convolutional Neural Networks for Medical Imaging Semantic Segmentation?
2022-01-01 Crespi, Leonardo; Loiacono, Daniele; Sartori, Pierandrea
Automatic planning of the lower extremities for total marrow irradiation using volumetric modulated arc therapy
2023-01-01 Lambri, Nicola; Dei, Damiano; Hernandez, Victor; Castiglioni, Isabella; Clerici, Elena; Crespi, Leonardo; De Philippis, Chiara; Loiacono, Daniele; Navarria, Pierina; Reggiori, Giacomo; Rusconi, Roberto; Tomatis, Stefano; Bramanti, Stefania; Scorsetti, Marta; Mancosu, Pietro
Chest X-Rays Image Classification from $eta{-}$ Variational Autoencoders Latent Features
2021-01-01 Crespi, L.; Loiacono, D.; Chiti, A.
Comparing Adversarial and Supervised Learning for Organs at Risk Segmentation in CT images
2023-01-01 Crespi, Leonardo; Portanti, Mattia; Loiacono, Daniele
Deep learning and atlas-based models to streamline the segmentation workflow of total marrow and lymphoid irradiation
2024-01-01 Dei, Damiano; Lambri, Nicola; Crespi, Leonardo; Brioso, Ricardo Coimbra; Loiacono, Daniele; Clerici, Elena; Bellu, Luisa; De Philippis, Chiara; Navarria, Pierina; Bramanti, Stefania; Carlo-Stella, Carmelo; Rusconi, Roberto; Reggiori, Giacomo; Tomatis, Stefano; Scorsetti, Marta; Mancosu, Pietro
Deep learning‐based optimization of field geometry for total marrow irradiation delivered with volumetric modulated arc therapy
2024-01-01 Lambri, Nicola; Longari, Giorgio; Loiacono, Daniele; Brioso, Ricardo Coimbra; Crespi, Leonardo; Galdieri, Carmela; Lobefalo, Francesca; Reggiori, Giacomo; Rusconi, Roberto; Tomatis, Stefano; Bellu, Luisa; Bramanti, Stefania; Clerici, Elena; De Philippis, Chiara; Dei, Damiano; Navarria, Pierina; Carlo‐stella, Carmelo; Franzese, Ciro; Scorsetti, Marta; Mancosu, Pietro
Enhancing Radiotherapy Workflow for Head and Neck Cancer with Artificial Intelligence: A Systematic Review
2023-01-01 Franzese, Ciro; Dei, Damiano; Lambri, Nicola; Teriaca, Maria Ausilia; Badalamenti, Marco; Crespi, Leonardo; Tomatis, Stefano; Loiacono, Daniele; Mancosu, Pietro; Scorsetti, Marta
Ensemble Methods for Multi-Organ Segmentation in CT series
2023-01-01 Crespi, Leonardo; Roncaglioni, Paolo; Dei, Damiano; Franzese, Ciro; Lambri, Nicola; Loiacono, Daniele; Mancosu, Pietro; Scorsetti, Marta
Impact of the Extremities Positioning on the Set-Up Reproducibility for the Total Marrow Irradiation Treatment
2023-01-01 Lambri, Nicola; Antonetti, Simone Leopoldo; Dei, Damiano; Bellu, Luisa; Bramanti, Stefania; Brioso, Ricardo Coimbra; Carlo-Stella, Carmelo; Castiglioni, Isabella; Clerici, Elena; Crespi, Leonardo; De Philippis, Chiara; Galdieri, Carmela; Loiacono, Daniele; Navarria, Pierina; Reggiori, Giacomo; Rusconi, Roberto; Tomatis, Stefano; Scorsetti, Marta; Mancosu, Pietro
Internal Guidelines for Reducing Lymph Node Contour Variability in Total Marrow and Lymph Node Irradiation
2023-01-01 Dei, Damiano; Lambri, Nicola; Stefanini, Sara; Vernier, Veronica; Brioso, Ricardo Coimbra; Crespi, Leonardo; Clerici, Elena; Bellu, Luisa; De Philippis, Chiara; Loiacono, Daniele; Navarria, Pierina; Reggiori, Giacomo; Bramanti, Stefania; Rodari, Marcello; Tomatis, Stefano; Chiti, Arturo; Carlo-Stella, Carmelo; Scorsetti, Marta; Mancosu, Pietro
Machine learning and lean six sigma for targeted patient-specific quality assurance of volumetric modulated arc therapy plans
2024-01-01 Lambri, Nicola; Dei, Damiano; Goretti, Giulia; Crespi, Leonardo; Brioso, Ricardo Coimbra; Pelizzoli, Marco; Parabicoli, Sara; Bresolin, Andrea; Gallo, Pasqualina; La Fauci, Francesco; Lobefalo, Francesca; Paganini, Lucia; Reggiori, Giacomo; Loiacono, Daniele; Franzese, Ciro; Tomatis, Stefano; Scorsetti, Marta; Mancosu, Pietro
MULTI-CENTER VALIDATION OF AN AUTOMATIC PLANNING TOOL FOR LOWER-EXTREMITIES TMI AND TBI
2023-01-01 Mancosu, P.; Lambri, N.; D’Onofrio, G.; Lliso, F.; Luis-Simon, F. J.; Broggi, S.; Dei, D.; Brioso, R. Coimbra; Crespi, L.; Loiacono, D.; Reggiori, G.; Scorsetti, M.; Tomatis, S.
PD-0318 Combining Single-Organ Deep Learning Segmentation Models for Total Marrow Irradiation
2022-01-01 Crespi, L.; Roncaglioni, P.; Dei, D.; Lambri, N.; Mancosu, P.; Loiacono, D.
PD-0582 Multicentric validation of an automatic planning tool for TMI and TBI lower-extremities using VMAT
2023-01-01 Lambri, N.; D'Onofrio, G.; Lliso, F.; Luis-Simon, F. J.; Broggi, S.; Dei, D.; Brioso, R. C.; Crespi, L.; Loiacono, D.; Reggiori, G.; Tomatis, S.; Scorsetti, M.; Mancosu, P.
PD-0903 Human validation of a Deep Learning MRI-based Synthetic CT for RT Planning
2023-01-01 Crespi, L.; Camnasio, S.; Dei, D.; Lambri, N.; Mancosu, P.; Scorsetti, M.; Loiacono, D.
PO-1645 Deep learning and atlas-based approaches for Total Marrow and Lymphoid Irradiation segmentation
2023-01-01 Dei, D.; Lambri, N.; Crespi, L.; Coimbra Brosio, R.; Loiacono, D.; Scorsetti, M.; Mancosu, P.
PO-2355 Internal guidelines to reduce lymph-node contour variability for total marrow/lymph node irradiation
2023-01-01 Dei, D.; Lambri, N.; Crespi, L.; Coimbra Brosio, R.; Loiacono, D.; Scorsetti, M.; Mancosu, P.