Maria Francesca Spadea

24 papers Journal 14Unranked 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Towards robust neurocomputing model in efficient federated brain tumour segmentation with sparsification and weights clustering. Neurocomputing Asaf Raza, Ciro Benito Raggio, Antonella Guzzo, Maria Francesca Spadea, Giancarlo Fortino
2025	J	`jnl`	A Privacy-Preserving Federated Learning Framework for Generalizable CBCT to Synthetic CT Translation in Head and Neck. CoRR Ciro Benito Raggio, Paolo Zaffino, Maria Francesca Spadea
2025	J	`jnl`	A multi-model deep learning approach for the identification of coronary artery calcifications within 2D coronary angiography images. Int. J. Comput. Assist. Radiol. Surg. Edoardo De Rose, Ciro Benito Raggio, Ahmad Riccardo Rasheed, Pierangela Bruno, Paolo Zaffino, Salvatore De Rosa, Francesco Calimeri, Maria Francesca Spadea
2025	J	`jnl`	Energy-Efficient Federated Learning via Adaptive Encoder Freezing for MRI-to-CT Conversion: A Green AI-Guided Research. CoRR Ciro Benito Raggio, Lucia Migliorelli, Nils Skupien, Mathias Krohmer Zabaleta, Oliver Blanck, Francesco Cicone, Giuseppe Lucio Cascini, Paolo Zaffino, Maria Francesca Spadea
2025	J	`jnl`	FedSynthCT-Brain: A federated learning framework for multi-institutional brain MRI-to-CT synthesis. Comput. Biol. Medicine Ciro Benito Raggio, Mathias Krohmer Zabaleta, Nils Skupien, Oliver Blanck, Francesco Cicone, Giuseppe Lucio Cascini, Paolo Zaffino, Lucia Migliorelli, Maria Francesca Spadea
2025	—	`conf`	LIMIS: Towards Language-Based Interactive Medical Image Segmentation. ISBI Lena Heinemann, Alexander Jaus, Zdravko Marinov, Moon S. Kim, Maria Francesca Spadea, Jens Kleesiek, Rainer Stiefelhagen
2025	J	`jnl`	Repeatability of radiomic features from brain T1-W MRI after image intensity normalization: Implications for longitudinal studies on structural neurodegeneration. Comput. Methods Programs Biomed. Noemi Pisani, Michela Destito, Carlo Ricciardi, Maria Teresa Pellecchia, Mario Cesarelli, Fabrizio Esposito, Maria Francesca Spadea, Francesco Amato
2024	—	`conf`	Augmented Reality in Microinvasive Cardiac Surgery: Towards a Training Simulator for Mitral Valve Repair Intervention. BioRob Domenico Riggio, Sofia Breschi, Angela Peloso, Maria Francesca Spadea, Elena De Momi
2024	—	`conf`	Deep learning-based tumor resectability prediction model in patients with Ovarian Cancer: a preliminary evaluation. Ital-IA Francesca Fati, Marina Rosanu, Luigi De Vitis, Gabriella Schivardi, Giovanni Damiano Aletti, Francesco Multinu, Roberto Veraldi, Paolo Zaffino, Carlo Cosentino, Maria Francesca Spadea, Elena De Momi
2024	J	`jnl`	FedSynthCT-Brain: A Federated Learning Framework for Multi-Institutional Brain MRI-to-CT Synthesis. CoRR Ciro Benito Raggio, Mathias Krohmer Zabaleta, Nils Skupien, Oliver Blanck, Francesco Cicone, Giuseppe Lucio Cascini, Paolo Zaffino, Lucia Migliorelli, Maria Francesca Spadea
2024	J	`jnl`	ImageAugmenter: A user-friendly 3D Slicer tool for medical image augmentation. SoftwareX Ciro Benito Raggio, Paolo Zaffino, Maria Francesca Spadea
2024	J	`jnl`	LIMIS: Towards Language-based Interactive Medical Image Segmentation. CoRR Lena Heinemann, Alexander Jaus, Zdravko Marinov, Moon S. Kim, Maria Francesca Spadea, Jens Kleesiek, Rainer Stiefelhagen
2024	J	`jnl`	Toward Closing the Loop in Image-to-Image Conversion in Radiotherapy: A Quality Control Tool to Predict Synthetic Computed Tomography Hounsfield Unit Accuracy. J. Imaging Paolo Zaffino, Ciro Benito Raggio, Adrian Thummerer, Gabriel Guterres Marmitt, Johannes Albertus Langendijk, Anna Procopio, Carlo Cosentino, Joao Seco, Antje-Christin Knopf, Stefan Both, Maria Francesca Spadea
2023	—	`conf`	Deep Learning Model for Video-Classification of Echocardiography Images. MetroXRAINE Michela Destito, Paolo Zaffino, Jolanda Sabatino, Claudia Critelli, Arber Qoku, Florian Buettner, Salvatore De Rosa, Maria Francesca Spadea
2023	J	`jnl`	Deep learning-based overall survival prediction model in patients with rare cancer: a case study for primary central nervous system lymphoma. Int. J. Comput. Assist. Radiol. Surg. 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
2022	J	`jnl`	Assessing vascular complexity of PAOD patients by deep learning-based segmentation and fractal dimension. Neural Comput. Appl. Pierangela Bruno, Maria Francesca Spadea, Salvatore Scaramuzzino, Salvatore De Rosa, Ciro Indolfi, Giuseppe Gargiulo, Giuseppe Giugliano, Giovanni Esposito, Francesco Calimeri, Paolo Zaffino
2021	J	`jnl`	Deep learning-based synthetic-CT generation in radiotherapy and PET: a review. CoRR Maria Francesca Spadea, Matteo Maspero, Paolo Zaffino, Joao Seco
2020	—	`conf`	Evaluating the Impact of Training Loss on MR to Synthetic CT Conversion. LOD (1) Moiz Khan Sherwani, Paolo Zaffino, Pierangela Bruno, Maria Francesca Spadea, Francesco Calimeri
2019	J	`jnl`	Multi-organ segmentation of the head and neck area: an efficient hierarchical neural networks approach. Int. J. Comput. Assist. Radiol. Surg. Elias Tappeiner, Samuel Pröll, Markus Hönig, Patrik F. Raudaschl, Paolo Zaffino, Maria Francesca Spadea, Gregory C. Sharp, Rainer Schubert, Karl D. Fritscher
2018	—	`conf`	Segmentation of vessel tree from cine-angiography images for intraoperative clinical evaluation. RiCeRcA@AI*IA Pierangela Bruno, Paolo Zaffino, Salvatore Scaramuzzino, Salvatore De Rosa, Ciro Indolfi, Francesco Calimeri, Maria Francesca Spadea
2018	—	`conf`	Using CNNs for Designing and Implementing an Automatic Vascular Segmentation Method of Biomedical Images. AI*IA Pierangela Bruno, Paolo Zaffino, Salvatore Scaramuzzino, Salvatore De Rosa, Ciro Indolfi, Francesco Calimeri, Maria Francesca Spadea
2016	—	`conf`	Deep Neural Networks for Fast Segmentation of 3D Medical Images. MICCAI (2) Karl D. Fritscher, Patrik Raudaschl, Paolo Zaffino, Maria Francesca Spadea, Gregory C. Sharp, Rainer Schubert
2009	—	`conf`	Validation of an Automatic Contour Propagation Method for Lung Cancer 4D Adaptive Radiation Therapy. ISBI Marta Peroni, Maria Francesca Spadea, Marco Riboldi, Guido Baroni, George T. Y. Chen, Gregory C. Sharp
2004	—	`conf`	Extracranial frameless stereotactic radiosurgery with multi-modal imaging and opto-electronic position verification. CARS 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