Maria Evelina Fantacci

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 33

Top Topics

Computer Aided Detection

Mild Cognitive Impairment

Magnetic Resonance

Top Venues

Publications

Maria Evelina Fantacci
Characterization and Quantification of Image Quality in CT Imaging Systems: A Phantom Study. BIOSTEC (1) (2024)
Camilla Scapicchio, Elena Ballante, Francesca Brero, Raffaella Fiamma Cabini, Andrea Chincarini, Maria Evelina Fantacci, Silvia Figini, Alessandro Lascialfari, Francesca Lizzi, Ian Postuma, Alessandra Retico
Integration of a Deep Learning-Based Module for the Quantification of Imaging Features into the Filling-in Process of the Radiological Structured Report. HEALTHINF (2023)
Francesca Lizzi, Alessandra Retico, Maria Evelina Fantacci
Deep Learning and Medical Image Analysis: Epistemology and Ethical Issues. IMPROVE (2023)
Francesca Lizzi, Abramo Agosti, Francesca Brero, Raffaella Fiamma Cabini, Maria Evelina Fantacci, Silvia Figini, Alessandro Lascialfari, Francesco Laruina, Piernicola Oliva, Stefano Piffer, Ian Postuma, Lisa Rinaldi, Cinzia Talamonti, Alessandra Retico
Quantification of pulmonary involvement in COVID-19 pneumonia by means of a cascade of two U-nets: training and assessment on multiple datasets using different annotation criteria. Int. J. Comput. Assist. Radiol. Surg. 17 (2) (2022)
Raffaele M. Tucciariello, Patrizio Barca, D. Del Sarto, Rocco Lamastra, Giovanni Mettivier, Alessandra Retico, Paolo Russo, Antonio Sarno, Antonio C. Traino, Maria Evelina Fantacci
Voxelized Breast Phantoms for Dosimetry in Mammography. BIOINFORMATICS (2021)
Francesca Lizzi, Abramo Agosti, Francesca Brero, Raffaella Fiamma Cabini, Maria Evelina Fantacci, Silvia Figini, Alessandro Lascialfari, Francesco Laruina, Piernicola Oliva, Stefano Piffer, Ian Postuma, Lisa Rinaldi, Cinzia Talamonti, Alessandra Retico
Quantification of pulmonary involvement in COVID-19 pneumonia by means of a cascade oftwo U-nets: training and assessment on multipledatasets using different annotation criteria. CoRR (2021)
Francesca Lizzi, Francesca Brero, Raffaella Fiamma Cabini, Maria Evelina Fantacci, Stefano Piffer, Ian Postuma, Lisa Rinaldi, Alessandra Retico
Making Data Big for a Deep-learning Analysis: Aggregation of Public COVID-19 Datasets of Lung Computed Tomography Scans. DATA (2021)
Rocco Lamastra, Patrizio Barca, Maria Giuseppina Bisogni, Davide Caramella, V. Rosso, Raffaele M. Tucciariello, Antonio C. Traino, Maria Evelina Fantacci
Image Quality Comparison between Synthetic 2D Mammograms Obtained with 15º and 40º X-ray Tube Angular Range: A Quantitative Phantom Study. BIOIMAGING (2020)
Raffaele M. Tucciariello, Patrizio Barca, Davide Caramella, Rocco Lamastra, Alessandra Retico, Antonio Traino, Maria Evelina Fantacci
3D Printing Materials for Physical Breast Phantoms: Monte Carlo Assessment and Experimental Validation. BIODEVICES (2020)
Elisa Ferrari, Paolo Bosco, Sara Calderoni, Piernicola Oliva, Letizia Palumbo, Giovanna Spera, Maria Evelina Fantacci, Alessandra Retico
Dealing with confounders and outliers in classification medical studies: The Autism Spectrum Disorders case study. Artif. Intell. Medicine 108 (2020)
Daniela Marfisi, Maria Evelina Fantacci, Guja Astrea, Filippo Maria Santorelli, Raffaele Conte, Alessandro Tonacci, Francesco Sansone
MRIndex: A tool for evaluating muscle involvement in neuromuscular diseases from MRI images. ISCT (2019)
Francesca Lizzi, Maria Evelina Fantacci, Piernicola Oliva
Deep-Learning Based Analyses of Mammograms to Improve the Estimation of Breast Cancer Risk. ERCIM News 2019 (118) (2019)
Cinzia Talamonti, Stefano Piffer, Daniela Greto, Monica Mangoni, Antonio Ciccarone, Paolo Dicarolo, Maria Evelina Fantacci, Franco Fusi, Piernicola Oliva, Letizia Palumbo, Claudio Favre, Lorenzo Livi, Stefania Pallotta, Alessandra Retico
Radiomic and Dosiomic Profiling of Paediatric Medulloblastoma Tumours Treated with Intensity Modulated Radiation Therapy. CAIP Workshops (2019)
Raffaele M. Tucciariello, Patrizio Barca, Davide Caramella, Rocco Lamastra, Antonio C. Traino, Maria Evelina Fantacci
Monte Carlo Methods for Assessment of the Mean Glandular Dose in Mammography: Simulations in Homogeneous Phantoms. BIOINFORMATICS (2019)
Francesca Lizzi, Stefano Atzori, Giacomo Aringhieri, Paolo Bosco, Carolina Marini, Alessandra Retico, Antonio C. Traino, Davide Caramella, Maria Evelina Fantacci
Residual Convolutional Neural Networks for Breast Density Classification. BIOINFORMATICS (2019)
Patrizio Barca, Rocco Lamastra, Davide Caramella, Antonio C. Traino, Raffaele M. Tucciariello, Maria Evelina Fantacci
Image Quality Comparison between Digital and Synthetic 2D Mammograms: A Qualitative and Quantitative Phantom Study. BIOIMAGING (2019)
Francesca Lizzi, Francesco Laruina, Piernicola Oliva, Alessandra Retico, Maria Evelina Fantacci
Residual Convolutional Neural Networks to Automatically Extract Significant Breast Density Features. CAIP Workshops (2019)
Raffaele Conte, Francesco Sansone, Alessandro Tonacci, Stefano Roccella, Andrea Spezzaneve, Giovanni Rateni, Mario Tesconi, Marco Calderisi, Maria Evelina Fantacci
InGene: a multimodal approach to the genotype-phenotype association in neuromuscular diseases. ICCE-Berlin (2018)
Chiara Sottocornola, Antonio Traino, Patrizio Barca, Giacomo Aringhieri, Carolina Marini, Alessandra Retico, Davide Caramella, Maria Evelina Fantacci
Evaluation of Dosimetric Properties in Full Field Digital Mammography (FFDM) - Development of a New Dose Index. BIODEVICES (2018)
Patrizio Barca, Federica Palmas, Maria Evelina Fantacci, Davide Caramella
Evaluation of the Adaptive Statistical Iterative Reconstruction Algorithm in Chest CT (Computed Tomography) - A Preliminary Study toward Its Employment in Low Dose Applications, Also in Conjunction with CAD (Computer Aided Detection). HEALTHINF (2018)
Chiara Sottocornola, Giacomo Aringhieri, Alessandra Retico, Antonio C. Traino, Carolina Marini, Davide Caramella, Patrizio Barca, Maria Evelina Fantacci
A new method to evaluate the average absorbed dose in mammography and breast tomosynthesis. MeMeA (2018)
Maria Evelina Fantacci, Alberto Traverso, Stefano Bagnasco, Christian Bracco, Delia Campanella, G. Chiara, Ernesto Lopez Torres, A. Manca, Daniele Regge, Marco Saletta, Michele Stasi, Sara Vallero, Lorenzo Vassallo, Piergiorgio Cerello
A Web- and Cloud- based Service for the Clinical Use of a CAD (Computer Aided Detection) System - Automated Detection of Lung Nodules in Thoracic CTs (Computed Tomographies). BIOINFORMATICS (2017)
Alessandra Retico, Silvia Arezzini, Paolo Bosco, Sara Calderoni, Alberto Ciampa, Simone Coscetti, Stefano Cuomo, Luca De Santis, Dario Fabiani, Maria Evelina Fantacci, Alessia Giuliano, Enrico Mazzoni, Pietro Mercatali, Giovanni Miscali, Massimiliano Pardini, Margherita Prosperi, Francesco Romano, Elena Tamburini, Michela Tosetti, Filippo Muratori
ARIANNA: A research environment for neuroimaging studies in autism spectrum disorders. Comput. Biol. Medicine 87 (2017)
Arnaud Arindra Adiyoso Setio, Alberto Traverso, Thomas de Bel, Moira S. N. Berens, Cas van den Bogaard, Piergiorgio Cerello, Hao Chen, Qi Dou, Maria Evelina Fantacci, Bram Geurts, Robbert van der Gugten, Pheng-Ann Heng, Bart Jansen, Michael M. J. de Kaste, Valentin Kotov, Jack Yu-Hung Lin, Jeroen T. M. C. Manders, Alexander Sónora-Mengana, Juan Carlos García-Naranjo, Evgenia Papavasileiou, Mathias Prokop
Validation, comparison, and combination of algorithms for automatic detection of pulmonary nodules in computed tomography images: The LUNA16 challenge. Medical Image Anal. 42 (2017)
Patrizio Barca, Marco Giannelli, Maria Evelina Fantacci, Davide Caramella
Evaluation of the Imaging Properties of a CT Scanner with the Adaptive Statistical Iterative Reconstruction Algorithm - Noise, Contrast and Spatial Resolution Properties of CT Images Reconstructed at Different Blending Levels. BIODEVICES (2017)
Maria Evelina Fantacci, Laura Biagi, Mirco Cosottini, Mauro Costagli, Massimo Marletta, Alessandra Retico, Riccardo Stara, Mark R. Symms, Gianluigi Tiberi, Virna Zampa, Michela Tosetti
Magnetic Resonance Imaging at 7 Tesla with Dedicated Radiofrequency Coils - Application to Cervical Cord and Knee. BIODEVICES (2016)
Alessandra Retico, Graziella Donatelli, Mauro Costagli, Laura Biagi, Maria Evelina Fantacci, Daniela Frosini, Gloria Tognoni, Mirco Cosottini, Michela Tosetti
A Semiautomatic Image Processing Tool to Measure Small Structures in Magnetic Resonance Images of the Brain at 7 Tesla - Application to Hippocampus Subfields of Patients with Mild Cognitive Impairment. BIOIMAGING (2016)
Arnaud Arindra Adiyoso Setio, Alberto Traverso, Thomas de Bel, Moira S. N. Berens, Cas van den Bogaard, Piergiorgio Cerello, Hao Chen, Qi Dou, Maria Evelina Fantacci, Bram Geurts, Robbert van der Gugten, Pheng-Ann Heng, Bart Jansen, Michael M. J. de Kaste, Valentin Kotov, Jack Yu-Hung Lin, Jeroen T. M. C. Manders, Alexander Sónora-Mengana, Juan Carlos García-Naranjo, Mathias Prokop, Marco Saletta, Cornelia Schaefer-Prokop, Ernst Th. Scholten, Luuk Scholten, Miranda M. Snoeren, Ernesto Lopez Torres, Jef Vandemeulebroucke, Nicole Walasek, Guido C. A. Zuidhof, Bram van Ginneken, Colin Jacobs
Validation, comparison, and combination of algorithms for automatic detection of pulmonary nodules in computed tomography images: the LUNA16 challenge. CoRR (2016)
Elisa Fiorina, Francesco Pennazio, Cristiana Peroni, Ernesto Lopez Torres, Maria Evelina Fantacci, Alessandra Retico, Luca Rei, Andrea Chincarini, Paolo Bosco, Marina Boccardi, Martina Bocchetta, Piergiorgio Cerello
Automated hippocampus segmentation with the Channeler Ant Model: Results on different datasets. MeMeA (2015)
Maria Evelina Fantacci, Guja Astrea, Roberta Battini, Alessandra Retico, Chiara Sottocornola, Michela Tosetti
Quantitative Scoring of Muscle Involvement in MRI of Neuromuscular Diseases. BIOIMAGING (2015)
Maria Evelina Fantacci, Stefano Bagnasco, Niccolò Camarlinghi, Elisa Fiorina, Ernesto Lopez Torres, F. Pennanzio, Cristiana Peroni, Alessandra Retico, Marco Saletta, Chiara Sottocornola, Alberto Traverso, Piergiorgio Cerello
A Web-based Computer Aided Detection System for Automated Search of Lung Nodules in Thoracic Computed Tomography Scans. BIOINFORMATICS (2015)
Maria Evelina Fantacci, Chiara Sottocornola, Alessandra Retico, Guja Astrea, Roberta Battini, Michela Tosetti
A non-invasive method for a quantitative evaluation of muscle involvement in MRI of Neuromuscular Diseases. MeMeA (2015)
Alessandra Retico, Riccardo Stara, Maria Evelina Fantacci, Alessandra Toncelli, Angelo Galante, Tiziana M. Florio, Marcello Alecci, Mirco Cosottini, Guja Astrea, Roberta Battini, Gianluigi Tiberi, Mauro Costagli, Michela Tosetti
Non-invasive assessment of Neuromuscular Disorders by 7 tesla Magnetic Resonance Imaging and Spectroscopy: Dedicated radio-frequency coil development. MeMeA (2015)
Niccolò Camarlinghi, Ilaria Gori, Alessandra Retico, Roberto Bellotti, Paolo Bosco, Piergiorgio Cerello, Gianfranco Gargano, Ernesto Lopez Torres, Rosario Megna, Marco Peccarisi, Maria Evelina Fantacci
Combination of computer-aided detection algorithms for automatic lung nodule identification. Int. J. Comput. Assist. Radiol. Surg. 7 (3) (2012)
Elisa Fiorina, Roberto Bellotti, Piergiorgio Cerello, Andrea Chincarini, Ivan De Mitri, Maria Evelina Fantacci
Fully automated hippocampus segmentation with virtual ant colonies. CBMS (2012)
Bram van Ginneken, Samuel G. Armato III, Bartjan de Hoop, Saskia van Amelsvoort-van de Vorst, Thomas Duindam, Meindert Niemeijer, Keelin Murphy, Arnold M. R. Schilham, Alessandra Retico, Maria Evelina Fantacci, Niccolò Camarlinghi, Francesco Bagagli, Ilaria Gori, Takeshi Hara, Hiroshi Fujita, Gianfranco Gargano, Roberto Bellotti, Sabina Sonia Tangaro, Lourdes Bolanos, Francesco De Carlo, Piergiorgio Cerello, Sorin Cristian Cheran, Ernesto Lopez Torres, Mathias Prokop
Comparing and combining algorithms for computer-aided detection of pulmonary nodules in computed tomography scans: The ANODE09 study. Medical Image Anal. 14 (6) (2010)
Piergiorgio Cerello, Sorin Cristian Cheran, Stefano Bagnasco, Roberto Bellotti, Lourdes Bolanos, Ezio Catanzariti, Giorgio De Nunzio, Maria Evelina Fantacci, Elisa Fiorina, Gianfranco Gargano, Gianluca Gemme, Ernesto Lopez Torres, Giovanni Luca Masala, Cristiana Peroni, Matteo Santoro
3-D object segmentation using ant colonies. Pattern Recognit. 43 (4) (2010)
Alessandra Retico, Maria Evelina Fantacci, Ilaria Gori, Parnian Kasae, Bruno Golosio, A. Piccioli, Piergiorgio Cerello, Giorgio De Nunzio, Sabina Sonia Tangaro
Pleural nodule identification in low-dose and thin-slice lung computed tomography. Comput. Biol. Medicine 39 (12) (2009)
Alessandra Retico, Francesco Bagagli, Niccolò Camarlinghi, Carmela Carpentieri, Maria Evelina Fantacci, Ilaria Gori
A voxel-based neural approach (VBNA) to identify lung nodules in the ANODE09 study. Medical Imaging: Computer-Aided Diagnosis (2009)
Alessandra Retico, Pasquale Delogu, Maria Evelina Fantacci, Ilaria Gori, A. Preite Martinez
Lung nodule detection in low-dose and thin-slice computed tomography. Comput. Biol. Medicine 38 (4) (2008)
Pasquale Delogu, Maria Evelina Fantacci, Parnian Kasae, Alessandra Retico
Characterization of mammographic masses using a gradient-based segmentation algorithm and a neural classifier. Comput. Biol. Medicine 37 (10) (2007)
Ilaria Gori, Maria Evelina Fantacci, A. Preite Martinez, Alessandra Retico
An automated system for lung nodule detection in low-dose computed tomography. Medical Imaging: Computer-Aided Diagnosis (2007)
Adele Lauria, Raffaella Massafra, Sabina Sonia Tangaro, Roberto Bellotti, Maria Evelina Fantacci, Pasquale Delogu, Ernesto Lopez Torres, Piergiorgio Cerello, Francesco Fauci, Rosario Magro, Ubaldo Bottigli
GPCALMA: An Italian Mammographic Database of Digitized Images for Research. Digital Mammography / IWDM (2006)
Pasquale Delogu, Maria Evelina Fantacci, Ilaria Gori, A. Preite Martinez, Alessandra Retico
Computer-aided detection of pulmonary nodules in low-dose CT. CompIMAGE (2006)
Ubaldo Bottigli, Piergiorgio Cerello, Pasquale Delogu, Maria Evelina Fantacci, Francesco Fauci, Bruno Golosio, Adele Lauria, Ernesto Lopez Torres, Rosario Magro, Giovanni Luca Masala, Piernicola Oliva, Rosa Palmiero, Giuseppe Raso, Alessandra Retico, Simone Stumbo, Sabina Sonia Tangaro
GPCALMA, a mammographic CAD in a GRID connection. CARS (2003)
Maria Evelina Fantacci, Ubaldo Bottigli, Pasquale Delogu, Francesco Fauci, Bruno Golosio, Adele Lauria, Rosa Palmiero, Giuseppe Raso, Simone Stumbo, Sabina Tangaro
Search of microcalcification clusters with the CALMA CAD station. Medical Imaging: Image Processing (2002)
S. R. Amendolia, Maria Giuseppina Bisogni, Ubaldo Bottigli, M. A. Ciocci, Pasquale Delogu, Maria Evelina Fantacci
The Calma Project. Digital Mammography / IWDM (1998)