Maria Francesca Spadea

According to our database, Maria Francesca Spadea authored at least 11 papers between 2004 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Deep learning-based overall survival prediction model in patients with rare cancer: a case study for primary central nervous system lymphoma.

Ziyu She, Aldo Marzullo, Michela Destito, Maria Francesca Spadea, Riccardo Leone, Nicoletta Anzalone, Sara Steffanoni, Federico Erbella, Andrés J. M. Ferreri, Giancarlo Ferrigno, Teresa Calimeri, Elena De Momi

Int. J. Comput. Assist. Radiol. Surg., October, 2023

Deep Learning Model for Video-Classification of Echocardiography Images.

Michela Destito, Paolo Zaffino, Jolanda Sabatino, Claudia Critelli, Arber Qoku, Florian Buettner, Salvatore De Rosa, Maria Francesca Spadea

Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2023

2022

Assessing vascular complexity of PAOD patients by deep learning-based segmentation and fractal dimension.

Pierangela Bruno, Maria Francesca Spadea, Salvatore Scaramuzzino, Salvatore De Rosa, Ciro Indolfi, Giuseppe Gargiulo, Giuseppe Giugliano, Giovanni Esposito, Francesco Calimeri, Paolo Zaffino

Neural Comput. Appl., 2022

2021

Deep learning-based synthetic-CT generation in radiotherapy and PET: a review.

Maria Francesca Spadea, Matteo Maspero, Paolo Zaffino, Joao Seco

CoRR, 2021

2020

Evaluating the Impact of Training Loss on MR to Synthetic CT Conversion.

Moiz Khan Sherwani, Paolo Zaffino, Pierangela Bruno, Maria Francesca Spadea, Francesco Calimeri

Proceedings of the Machine Learning, Optimization, and Data Science, 2020

2019

Multi-organ segmentation of the head and neck area: an efficient hierarchical neural networks approach.

Elias Tappeiner, Samuel Pröll, Markus Hönig, Patrik F. Raudaschl, Paolo Zaffino, Maria Francesca Spadea, Gregory C. Sharp, Rainer Schubert, Karl D. Fritscher

Int. J. Comput. Assist. Radiol. Surg., 2019

2018

Segmentation of vessel tree from cine-angiography images for intraoperative clinical evaluation.

Pierangela Bruno, Paolo Zaffino, Salvatore Scaramuzzino, Salvatore De Rosa, Ciro Indolfi, Francesco Calimeri, Maria Francesca Spadea

Proceedings of the RiCeRcA Workshop co-located with the 17th International Conference of the Italian Association for Artificial Intelligence, 2018

Using CNNs for Designing and Implementing an Automatic Vascular Segmentation Method of Biomedical Images.

Pierangela Bruno, Paolo Zaffino, Salvatore Scaramuzzino, Salvatore De Rosa, Ciro Indolfi, Francesco Calimeri, Maria Francesca Spadea

Proceedings of the AI*IA 2018 - Advances in Artificial Intelligence, 2018

2016

Deep Neural Networks for Fast Segmentation of 3D Medical Images.

Karl D. Fritscher, Patrik Raudaschl, Paolo Zaffino, Maria Francesca Spadea, Gregory C. Sharp, Rainer Schubert

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

2009

Validation of an Automatic Contour Propagation Method for Lung Cancer 4D Adaptive Radiation Therapy.

Marta Peroni, Maria Francesca Spadea, Marco Riboldi, Guido Baroni, George T. Y. Chen, Gregory C. Sharp

Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

2004

Extracranial frameless stereotactic radiosurgery with multi-modal imaging and opto-electronic position verification.

Marco Riboldi, C. Garibaldi, Guido Baroni, Maria Francesca Spadea, Barbara Tagaste, G. Catalano, Roberto Orecchia, Valentino Bettinardi, Giovanna Rizzo, C. Messa, Ferruccio Fazio, Antonio Pedotti

Proceedings of the CARS 2004. Computer Assisted Radiology and Surgery. Proceedings of the 18th International Congress and Exhibition, 2004