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SANTARELLI, MARIA FILOMENA

SANTARELLI, MARIA FILOMENA  

Istituto di Fisiologia Clinica - IFC  

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Titolo Data di pubblicazione Autore(i) File
Automated Neural Architecture Search for Cardiac Amyloidosis Classification from [18F]-Florbetaben PET Images 1-gen-2024 Bargagna, Filippo; Zigrino, Donato; De Santi, Lisa Anita; Genovesi, Dario; Scipioni, Michele; Favilli, Brunella; Vergaro, Giuseppe; Emdin, Michele; Giorgetti, Assuero; Positano, Vincenzo; Santarelli, Maria Filomena
Machine Learning for the Design and the Simulation of Radiofrequency Magnetic Resonance Coils: Literature Review, Challenges, and Perspectives 1-gen-2024 Giovannetti, Giulio; Fontana, Nunzia; Flori, Alessandra; Santarelli, Maria Filomena; Tucci, Mauro; Positano, Vincenzo; Barmada, Sami; Frijia, Francesca
MRI Application and Challenges of Hyperpolarized Carbon-13 Pyruvate in Translational and Clinical Cardiovascular Studies: A Literature Review 1-gen-2024 Frijia, Francesca; Flori, Alessandra; Giovannetti, Giulio; Barison, Andrea; Menichetti, Luca; Santarelli, Maria Filomena; Positano, Vincenzo
Bayesian Convolutional Neural Networks in Medical Imaging Classification: A Promising Solution for Deep Learning Limits in Data Scarcity Scenarios 1-gen-2023 Bargagna, Filippo; De Santi, Lisa Anita; Martini, Nicola; Genovesi, Dario; Favilli, Brunella; Vergaro, Giuseppe; Emdin, Michele; Giorgetti, Assuero; Positano, Vincenzo; Santarelli, Maria Filomena
Digital Twin Technology: New Frontiers for Personalized Healthcare 1-gen-2023 Landini, Luigi; Positano, Vincenzo; Santarelli, Maria Filomena; Celi, Simona
Evaluating Explanations of an Alzheimer’s Disease 18F-FDG Brain PET Black-Box Classifier 1-gen-2023 De Santi, Lisa Anita; Bargagna, Filippo; Santarelli, Maria Filomena; Positano, Vincenzo
Explainable CNN-Based Cardiac Amyloidosis Classification from PET Images Through Manifold Learning 1-gen-2023 De Santi, Lisa Anita; Bargagna, Filippo; Santarelli, Maria Filomena; Vergaro, Giuseppe; Genovesi, Dario; Emdin, Michele; Giorgetti, Assuero; Positano, Vincenzo
Left Ventricle Detection from Cardiac Magnetic Resonance Relaxometry Images Using Visual Transformer 1-gen-2023 De Santi, Lisa Anita; Meloni, Antonella; Santarelli, Maria Filomena; Pistoia, Laura; Spasiano, Anna; Casini, Tommaso; Putti, Maria Caterina; Cuccia, Liana; Cademartiri, Filippo; Positano, Vincenzo
Pancreatic fatty replacement as risk marker for altered glucose metabolism and cardiac iron and complications in thalassemia major 1-gen-2023 Meloni, Antonella; Nobile, Mario; Keilberg, Petra; Positano, Vincenzo; Santarelli, Maria Filomena; Pistoia, Laura; Spasiano, Anna; Casini, Tommaso; Putti, Maria Caterina; Cuccia, Liana; Bitti, Pier Paolo; Messina, Giuseppe; Peritore, Giuseppe; Renne, Stefania; Grassedonio, Emanuele; Quaia, Emilio; Cademartiri, Filippo; Pepe, Alessia
An Explainable Convolutional Neural Network for the Early Diagnosis of Alzheimer's Disease from 18F-FDG PET 1-gen-2022 De Santi, Lisa Anita; Pasini, Elena; Santarelli, Maria Filomena; Genovesi, Dario; Positano, Vincenzo
Cardiac amyloidosis characterization by kinetic model fitting on [18F]florbetaben PET images 1-gen-2022 Santarelli, M. F.; Genovesi, D.; Scipioni, M.; Positano, V.; Favilli, B.; Giorgetti, A.; Vergaro, G.; Landini, L.; Emdin, M.; Marzullo, P.
Cardiac amyloidosis detection by early bisphosphonate (99mTc-HMDP) scintigraphy 1-gen-2022 Santarelli, MARIA FILOMENA; Genovesi, D; Positano, V; Di Sarlo, R; Scipioni, M; Giorgetti, A; Landini, L; Marzullo, P
Convolution Neural Networks for the Automatic Segmentation of 18F-FDG PET Brain as an Aid to Alzheimer's Disease Diagnosis 1-gen-2022 Pasini, Elena; Genovesi, Dario; Rossi, Carlo; De Santi, Lisa Anita; Positano, Vincenzo; Giorgetti, Assuero; Santarelli, Maria Filomena
Deep Learning Staging of Liver Iron Content From Multiecho MR Images 1-gen-2022 Positano, Vincenzo; Meloni, Antonella; Santarelli, MARIA FILOMENA; Pistoia, Laura; Spasiano, Anna; Cuccia, Liana; Casini, Tommaso; Gamberini Maria, Rita; Allo, Massimo; Bitti Pier, Paolo; Pepe, Alessia; Cademartiri, Filippo
Fat-Corrected Pancreatic R2* Relaxometry from Multi-Echo Gradient-Recalled Echo Sequence Using Convolutional Neural Network 1-gen-2022 Santarelli, Maria Filomena; Joubbi, Sara; Meloni, Antonella; Pistoia, Laura; Casini, Tommaso; Massei, Francesco; Bitti, Pier Paolo; Allo, Massimo; Cademartiri, Filippo; Positano, Vincenzo
Regional Characterization of the Gottingen Minipig Brain by [18 F]FDG Dynamic Pet Modeling 1-gen-2022 Santarelli, MARIA FILOMENA; Pasini, Elena; Baroni, Carlotta; De Santi Anita, Lisa; Furini, Giulia; Terlizzi, Domiziana; Cavaleri, Samuele; Bertasi, Michelangelo; Grasso, Enrico; Genovesi, Dario; Positano, Vincenzo; Lionetti, Vincenzo; Giorgetti, Assuero
[18F]-Florbetaben PET/CT for Differential Diagnosis Among Cardiac Immunoglobulin Light Chain, Transthyretin Amyloidosis, and Mimicking Conditions 1-gen-2021 Genovesi, D; Vergaro, G; Giorgetti, A; Marzullo, P; Scipioni, M; Santarelli, Mf; Pucci, A; Buda, G; Volpi, E; Emdin, M
CZT Detectors-Based SPECT Imaging: How Detector and Collimator Arrangement Can Determine the Overall Performance of the Tomograph 1-gen-2021 Santarelli, Maria Filomena; Mori, Anna; Bertasi, Michelangelo; Positano, Vincenzo; Gimelli, Alessia; Scipioni, Michele; Marzullo, Paolo; Landini, Luigi
Deep-learning-based cardiac amyloidosis classification from early acquired PET images 1-gen-2021 Santarelli, Mf; Genovesi, D; Positano, V; Scipioni, M; Vergaro, G; Favilli, B; Giorgetti, A; Emdin, M; Landini, L; Marzullo, P
Imaging Techniques as an Aid in the Early Detection of Cardiac Amyloidosis 1-gen-2021 Santarelli, M. F.; Scipioni, M.; Genovesi, D.; Giorgetti, A.; Marzullo, P.; Landini, L.