Maria Filomena Santarelli

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 13

Top Topics

Convolutional Neural Network

Magnetic Resonance

Early Diagnosis

Top Venues

Comput. Biol. Medicine

J. Digit. Imaging

Publications

Filippo Bargagna, Lisa Anita De Santi, Maria Filomena Santarelli, Vincenzo Positano, Nicola Vanello
Bayesian XAI Methods Towards a Robustness-Centric Approach to Deep Learning: An ABIDE I Study. MeMeA (2024)
Giulio Giovannetti, Nunzia Fontana, Alessandra Flori, Maria Filomena Santarelli, Mauro Tucci, Vincenzo Positano, Sami Barmada, Francesca Frijia
Machine Learning for the Design and the Simulation of Radiofrequency Magnetic Resonance Coils: Literature Review, Challenges, and Perspectives. Sensors 24 (6) (2024)
Lisa Anita De Santi, Filippo Bargagna, Maria Filomena Santarelli, Vincenzo Positano
Evaluating Explanations of an Alzheimer's Disease 18F-FDG Brain PET Black-Box Classifier. xAI (1) (2023)
Filippo Bargagna, Lisa Anita De Santi, Nicola Martini, Dario Genovesi, Brunella Favilli, Giuseppe Vergaro, Michele Emdin, Assuero Giorgetti, Vincenzo Positano, Maria Filomena Santarelli
Bayesian Convolutional Neural Networks in Medical Imaging Classification: A Promising Solution for Deep Learning Limits in Data Scarcity Scenarios. J. Digit. Imaging 36 (6) (2023)
Lisa Anita De Santi, Antonella Meloni, Maria Filomena Santarelli, Laura Pistoia, Anna Spasiano, Tommaso Casini, Maria Caterina Putti, Liana Cuccia, Filippo Cademartiri, Vincenzo Positano
Left Ventricle Detection from Cardiac Magnetic Resonance Relaxometry Images Using Visual Transformer. Sensors 23 (6) (2023)
Lisa Anita De Santi, Elena Pasini, Maria Filomena Santarelli, Dario Genovesi, Vincenzo Positano
An Explainable Convolutional Neural Network for the Early Diagnosis of Alzheimer's Disease from 18F-FDG PET. J. Digit. Imaging 36 (1) (2023)
Michele Scipioni, Stefano Pedemonte, Maria Filomena Santarelli, Luigi Landini
Probabilistic Graphical Models for Dynamic PET: A Novel Approach to Direct Parametric Map Estimation and Image Reconstruction. IEEE Trans. Medical Imaging 39 (1) (2020)
Michele Scipioni, Maria Filomena Santarelli, Assuero Giorgetti, Vincenzo Positano, Luigi Landini
Negative binomial maximum likelihood expectation maximization (NB-MLEM) algorithm for reconstruction of pre-corrected PET data. Comput. Biol. Medicine 115 (2019)
Michele Scipioni, Maria Filomena Santarelli, Luigi Landini, Ciprian Catana, Douglas N. Greve, Julie C. Price, Stefano Pedemonte
Kinetic Compressive Sensing. CoRR (2018)
Michele Scipioni, Assuero Giorgetti, Daniele Della Latta, Sabrina Fucci, Vincenzo Positano, Luigi Landini, Maria Filomena Santarelli
Accelerated PET kinetic maps estimation by analytic fitting method. Comput. Biol. Medicine 99 (2018)
Maria Filomena Santarelli, Daniele Della Latta, Michele Scipioni, Vincenzo Positano, Luigi Landini
A Conway-Maxwell-Poisson (CMP) model to address data dispersion on positron emission tomography. Comput. Biol. Medicine 77 (2016)
Giuseppe Valvano, Nicola Martini, Maria Filomena Santarelli, Dante Chiappino, Luigi Landini
A novel 3D Cartesian random sampling strategy for Compressive Sensing Magnetic Resonance Imaging. EMBC (2015)
Vincenzo Positano, Antonella Meloni, Maria Filomena Santarelli, Calogera Gerardi, Pier Paolo Bitti, Carla Cirotto, Daniele De Marchi, Cristina Salvatori, Luigi Landini, Alessia Pepe
maps in the entire range of clinical interest: Application to thalassemia major patients. Comput. Biol. Medicine 56 (2015)
Fabio Gibiino, Vincenzo Positano, Florian Wiesinger, Giulio Giovannetti, Luigi Landini, Maria Filomena Santarelli
Structured errors in reconstruction methods for Non-Cartesian MR data. Comput. Biol. Medicine 43 (12) (2013)
Fabio Gibiino, Vincenzo Positano, Giulio Giovannetti, Francesca Frijia, Luca Menichetti, Jan-Henrik Ardenkjaer-Larsen, Florian Wiesinger, Rolf F. Schulte, Daniele De Marchi, Vincenzo Lionetti, Giovanni Aquaro, Massimo Lombardi, Luigi Landini, Maria Filomena Santarelli
C chemical shift imaging spiral 3D data: Comparison between direct summation and gridding method. ISBI (2012)
Antonella Meloni, Anna Ramazzotti, Vincenzo Positano, Cristina Salvatori, Maurizio Mangione, Paolo Marcheschi, B. Favilli, Daniele De Marchi, S. Prato, Alesia Pepe, G. Sallustio, M. Centra, Maria Filomena Santarelli, Massimo Lombardi, Luigi Landini
Evaluation of a web-based network for reproducible T2* MRI assessment of iron overload in thalassemia. Int. J. Medical Informatics 78 (8) (2009)
Matteo Milanesi, Nicola Martini, Nicola Vanello, Vincenzo Positano, Maria Filomena Santarelli, Luigi Landini
Independent component analysis applied to the removal of motion artifacts from electrocardiographic signals. Medical Biol. Eng. Comput. 46 (3) (2008)
Vincenzo Positano, Laura Brotini, Giovanni Aquaro, Alessandro Pingitore, Massimo Lombardi, Luigi Landini, Maria Filomena Santarelli
Automatic assessment of myocardial fibrosis by delayed enhanced magnetic resonance imaging. ISBI (2008)
Matteo Milanesi, Nicola Martini, Nicola Vanello, Vincenzo Positano, Maria Filomena Santarelli, Rita Paradiso, Danilo De Rossi, Luigi Landini
Multichannel Techniques for Motion Artifacts Removal from Electrocardiographic Signals. EMBC (2006)
Valentina Hartwig, Claudia Cappelli, Nicola Vanello, Emiliano Ricciardi, Enzo Pasquale Scilingo, Giulio Giovannetti, Maria Filomena Santarelli, Vincenzo Positano, Pietro Pietrini, Luigi Landini, Antonio Bicchi
A Compatible Electrocutaneous Display for functional Magnetic Resonance Imaging application. EMBC (2006)
Vincenzo Positano, Maria Filomena Santarelli, Luigi Landini
Automatic Characterization of Myocardial Perfusion in Contrast Enhanced MRI. EURASIP J. Adv. Signal Process. 2003 (5) (2003)
Maria Filomena Santarelli, Vincenzo Positano, Luigi Landini
Combining high-performance computing and networking for advanced 3-D cardiac imaging. IEEE Trans. Inf. Technol. Biomed. 4 (1) (2000)
Vincenzo Positano, Maria Filomena Santarelli, Antonio Benassi, Luigi Landini
Using PVM on computer network to perform fast pre-processing of large medical data set. PARCO (1999)
Vincenzo Positano, Maria Filomena Santarelli, Luigi Landini, Antonio Benassi
Fast and Quantitative Analysis of 4D Cardiac Images Using a SMP Architecture. PARA (1998)
Maria Filomena Santarelli, Vincenzo Positano, Luigi Landini, Oberdan Parodi, Thomas Serafini
A Parallel System for Dynamic 3D Medical Imaging. HPCN Europe (1997)
Maria Filomena Santarelli, Vincenzo Positano, Luigi Landini
Real-time multimodal medical image processing: a dynamic volume-rendering application. IEEE Trans. Inf. Technol. Biomed. 1 (3) (1997)
Maria Filomena Santarelli, Vincenzo Positano, Luigi Landini
A Parallel Volume Rendering Algorithm: Performance Analysis and Implication in Medicine. PDPTA (1997)