Maria Evelina Fantacci

54 papers B 2C 2Journal 14Unranked 36

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Optimized U-Net Convolutional Autoencoder for Low-Dose CT Denoising: Technical Improvements and Clinical Validation. BIOSTEC (2) Simone Damiani, Patrizio Barca, Marco Giannelli, Francesca Lizzi, Emanuele Neri, Alessandra Retico, Chiara Romei, Camilla Scapicchio, Maria Irene Tenerani, Antonio Traino, Arman Zafaranchi, Maria Evelina Fantacci
2025	—	`conf`	Deep Learning Denoising of Low-Dose Computed Tomography Using Convolutional Autoencoder: A Phantom Study. BIOSTEC (1) Simone Damiani, Manuela Imbriani, Francesca Lizzi, Mariagrazia Quattrocchi, Alessandra Retico, Sara Saponaro, Camilla Scapicchio, Alessandro Tofani, Arman Zafaranchi, Maria Irene Tenerani, Maria Evelina Fantacci
2025	J	`jnl`	Generative super-resolution AI accelerates nanoscale analysis of cells. Mach. Learn. Sci. Technol. Simone Lossano, Simone Capaccioli, Francesca Cella Zanacchi, Eleonora Da Pozzo, Francesca Del Debbio, Maria Evelina Fantacci, Francesca Lizzi, Raffaella Magrassi, Benedetta Noferi, Dario Pisignano, Camilla Scapicchio, Alessandra Retico
2025	—	`conf`	Use of Radiomics in Low Dose Chest CT: A Proposal for a Phantom Multi-Centric Study. BIOSTEC (1) Maria Irene Tenerani, Silvia Arezzini, Antonino Formuso, Francesca Lizzi, Enrico Mazzoni, Stefania Pallotta, Alessandra Retico, Camilla Scapicchio, Cinzia Talamonti, Maria Evelina Fantacci
2024	—	`conf`	A Multi-input Deep Learning Model to Classify COVID-19 Pneumonia Severity from Imaging and Clinical Data. IWBBIO (2) Francesca Lizzi, Francesca Brero, Maria Evelina Fantacci, Alessandro Lascialfari, Gianfranco Paternò, Ian Postuma, Piernicola Oliva, Camilla Scapicchio, Alessandra Retico
2024	—	`conf`	Characterization and Quantification of Image Quality in CT Imaging Systems: A Phantom Study. BIOSTEC (1) Maria Evelina Fantacci
2024	—	`conf`	Explainability Applied to a Deep-Learning Based Algorithm for Lung Nodule Segmentation. EXPLAINS Arman Zafaranchi, Francesca Lizzi, Alessandra Retico, Camilla Scapicchio, Maria Evelina Fantacci
2024	C	`conf`	Integration and Optimization of XNAT-Based Platforms for the Management of Heterogeneous and Multicenter Data in Biomedical Research. DATA Camilla Scapicchio, Silvia Arezzini, Maria Evelina Fantacci, Antonino Formuso, Aafke Christine Kraan, Enrico Mazzoni, Sara Saponaro, Maria Irene Tenerani, Alessandra Retico
2023	—	`conf`	Deep Learning and Medical Image Analysis: Epistemology and Ethical Issues. IMPROVE Francesca Lizzi, Alessandra Retico, Maria Evelina Fantacci
2023	—	`conf`	Integration of a Deep Learning-Based Module for the Quantification of Imaging Features into the Filling-in Process of the Radiological Structured Report. HEALTHINF Camilla Scapicchio, Elena Ballante, Francesca Brero, Raffaella Fiamma Cabini, Andrea Chincarini, Maria Evelina Fantacci, Silvia Figini, Alessandro Lascialfari, Francesca Lizzi, Ian Postuma, Alessandra Retico
2022	J	`jnl`	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. 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
2021	C	`conf`	Making Data Big for a Deep-learning Analysis: Aggregation of Public COVID-19 Datasets of Lung Computed Tomography Scans. DATA Francesca Lizzi, Francesca Brero, Raffaella Fiamma Cabini, Maria Evelina Fantacci, Stefano Piffer, Ian Postuma, Lisa Rinaldi, Alessandra Retico
2021	J	`jnl`	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 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
2021	—	`conf`	Voxelized Breast Phantoms for Dosimetry in Mammography. BIOINFORMATICS Raffaele M. Tucciariello, Patrizio Barca, D. Del Sarto, Rocco Lamastra, Giovanni Mettivier, Alessandra Retico, Paolo Russo, Antonio Sarno, Antonio C. Traino, Maria Evelina Fantacci
2020	—	`conf`	3D Printing Materials for Physical Breast Phantoms: Monte Carlo Assessment and Experimental Validation. BIODEVICES Raffaele M. Tucciariello, Patrizio Barca, Davide Caramella, Rocco Lamastra, Alessandra Retico, Antonio Traino, Maria Evelina Fantacci
2020	J	`jnl`	Dealing with confounders and outliers in classification medical studies: The Autism Spectrum Disorders case study. Artif. Intell. Medicine Elisa Ferrari, Paolo Bosco, Sara Calderoni, Piernicola Oliva, Letizia Palumbo, Giovanna Spera, Maria Evelina Fantacci, Alessandra Retico
2020	—	`conf`	Image Quality Comparison between Synthetic 2D Mammograms Obtained with 15º and 40º X-ray Tube Angular Range: A Quantitative Phantom Study. BIOIMAGING Rocco Lamastra, Patrizio Barca, Maria Giuseppina Bisogni, Davide Caramella, V. Rosso, Raffaele M. Tucciariello, Antonio C. Traino, Maria Evelina Fantacci
2019	J	`jnl`	Deep-Learning Based Analyses of Mammograms to Improve the Estimation of Breast Cancer Risk. ERCIM News Francesca Lizzi, Maria Evelina Fantacci, Piernicola Oliva
2019	—	`conf`	Image Quality Comparison between Digital and Synthetic 2D Mammograms: A Qualitative and Quantitative Phantom Study. BIOIMAGING Patrizio Barca, Rocco Lamastra, Davide Caramella, Antonio C. Traino, Raffaele M. Tucciariello, Maria Evelina Fantacci
2019	—	`conf`	MRIndex: A tool for evaluating muscle involvement in neuromuscular diseases from MRI images. ISCT Daniela Marfisi, Maria Evelina Fantacci, Guja Astrea, Filippo Maria Santorelli, Raffaele Conte, Alessandro Tonacci, Francesco Sansone
2019	—	`conf`	Monte Carlo Methods for Assessment of the Mean Glandular Dose in Mammography: Simulations in Homogeneous Phantoms. BIOINFORMATICS Raffaele M. Tucciariello, Patrizio Barca, Davide Caramella, Rocco Lamastra, Antonio C. Traino, Maria Evelina Fantacci
2019	—	`conf`	Radiomic and Dosiomic Profiling of Paediatric Medulloblastoma Tumours Treated with Intensity Modulated Radiation Therapy. CAIP Workshops 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
2019	—	`conf`	Residual Convolutional Neural Networks for Breast Density Classification. BIOINFORMATICS Francesca Lizzi, Stefano Atzori, Giacomo Aringhieri, Paolo Bosco, Carolina Marini, Alessandra Retico, Antonio C. Traino, Davide Caramella, Maria Evelina Fantacci
2019	—	`conf`	Residual Convolutional Neural Networks to Automatically Extract Significant Breast Density Features. CAIP Workshops Francesca Lizzi, Francesco Laruina, Piernicola Oliva, Alessandra Retico, Maria Evelina Fantacci
2018	—	`conf`	A new method to evaluate the average absorbed dose in mammography and breast tomosynthesis. MeMeA Chiara Sottocornola, Giacomo Aringhieri, Alessandra Retico, Antonio C. Traino, Carolina Marini, Davide Caramella, Patrizio Barca, Maria Evelina Fantacci
2018	—	`conf`	Evaluation of Dosimetric Properties in Full Field Digital Mammography (FFDM) - Development of a New Dose Index. BIODEVICES Chiara Sottocornola, Antonio Traino, Patrizio Barca, Giacomo Aringhieri, Carolina Marini, Alessandra Retico, Davide Caramella, Maria Evelina Fantacci
2018	—	`conf`	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 Patrizio Barca, Federica Palmas, Maria Evelina Fantacci, Davide Caramella
2018	—	`conf`	InGene: a multimodal approach to the genotype-phenotype association in neuromuscular diseases. ICCE-Berlin Raffaele Conte, Francesco Sansone, Alessandro Tonacci, Stefano Roccella, Andrea Spezzaneve, Giovanni Rateni, Mario Tesconi, Marco Calderisi, Maria Evelina Fantacci
2017	—	`conf`	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 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
2017	J	`jnl`	ARIANNA: A research environment for neuroimaging studies in autism spectrum disorders. Comput. Biol. Medicine 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
2017	—	`conf`	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 Patrizio Barca, Marco Giannelli, Maria Evelina Fantacci, Davide Caramella
2017	J	`jnl`	Validation, comparison, and combination of algorithms for automatic detection of pulmonary nodules in computed tomography images: The LUNA16 challenge. Medical Image Anal. 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 Sóñora-Mengana, Juan Carlos García-Naranjo, Evgenia Papavasileiou, Mathias Prokop
2016	—	`conf`	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 Alessandra Retico, Graziella Donatelli, Mauro Costagli, Laura Biagi, Maria Evelina Fantacci, Daniela Frosini, Gloria Tognoni, Mirco Cosottini, Michela Tosetti
2016	—	`conf`	Magnetic Resonance Imaging at 7 Tesla with Dedicated Radiofrequency Coils - Application to Cervical Cord and Knee. BIODEVICES Maria Evelina Fantacci, Laura Biagi, Mirco Cosottini, Mauro Costagli, Massimo Marletta, Alessandra Retico, Riccardo Stara, Mark R. Symms, Gianluigi Tiberi, Virna Zampa, Michela Tosetti
2016	J	`jnl`	Validation, comparison, and combination of algorithms for automatic detection of pulmonary nodules in computed tomography images: the LUNA16 challenge. CoRR 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 Sóñora-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
2015	—	`conf`	A Web-based Computer Aided Detection System for Automated Search of Lung Nodules in Thoracic Computed Tomography Scans. BIOINFORMATICS 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
2015	—	`conf`	A non-invasive method for a quantitative evaluation of muscle involvement in MRI of Neuromuscular Diseases. MeMeA Maria Evelina Fantacci, Chiara Sottocornola, Alessandra Retico, Guja Astrea, Roberta Battini, Michela Tosetti
2015	—	`conf`	Automated hippocampus segmentation with the Channeler Ant Model: Results on different datasets. MeMeA 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
2015	—	`conf`	Non-invasive assessment of Neuromuscular Disorders by 7 tesla Magnetic Resonance Imaging and Spectroscopy: Dedicated radio-frequency coil development. MeMeA 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
2015	—	`conf`	Quantitative Scoring of Muscle Involvement in MRI of Neuromuscular Diseases. BIOIMAGING Maria Evelina Fantacci, Guja Astrea, Roberta Battini, Alessandra Retico, Chiara Sottocornola, Michela Tosetti
2012	J	`jnl`	Combination of computer-aided detection algorithms for automatic lung nodule identification. Int. J. Comput. Assist. Radiol. Surg. Niccolò Camarlinghi, Ilaria Gori, Alessandra Retico, Roberto Bellotti, Paolo Bosco, Piergiorgio Cerello, Gianfranco Gargano, Ernesto Lopez Torres, Rosario Megna, Marco Peccarisi, Maria Evelina Fantacci
2012	B	`conf`	Fully automated hippocampus segmentation with virtual ant colonies. CBMS Elisa Fiorina, Roberto Bellotti, Piergiorgio Cerello, Andrea Chincarini, Ivan De Mitri, Maria Evelina Fantacci
2010	J	`jnl`	3-D object segmentation using ant colonies. Pattern Recognit. 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
2010	J	`jnl`	Comparing and combining algorithms for computer-aided detection of pulmonary nodules in computed tomography scans: The ANODE09 study. Medical Image Anal. 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
2009	—	`conf`	A voxel-based neural approach (VBNA) to identify lung nodules in the ANODE09 study. Computer-Aided Diagnosis Alessandra Retico, Francesco Bagagli, Niccolò Camarlinghi, Carmela Carpentieri, Maria Evelina Fantacci, Ilaria Gori
2009	J	`jnl`	Pleural nodule identification in low-dose and thin-slice lung computed tomography. Comput. Biol. Medicine Alessandra Retico, Maria Evelina Fantacci, Ilaria Gori, Parnian Kasae, Bruno Golosio, A. Piccioli, Piergiorgio Cerello, Giorgio De Nunzio, Sabina Sonia Tangaro
2008	J	`jnl`	Lung nodule detection in low-dose and thin-slice computed tomography. Comput. Biol. Medicine Alessandra Retico, Pasquale Delogu, Maria Evelina Fantacci, Ilaria Gori, A. Preite Martinez
2007	—	`conf`	An automated system for lung nodule detection in low-dose computed tomography. Computer-Aided Diagnosis Ilaria Gori, Maria Evelina Fantacci, A. Preite Martinez, Alessandra Retico
2007	J	`jnl`	Characterization of mammographic masses using a gradient-based segmentation algorithm and a neural classifier. Comput. Biol. Medicine Pasquale Delogu, Maria Evelina Fantacci, Parnian Kasae, Alessandra Retico
2006	—	`conf`	Computer-aided detection of pulmonary nodules in low-dose CT. CompIMAGE Pasquale Delogu, Maria Evelina Fantacci, Ilaria Gori, A. Preite Martinez, Alessandra Retico
2006	—	`conf`	GPCALMA: An Italian Mammographic Database of Digitized Images for Research. Digital Mammography / IWDM 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
2003	—	`conf`	GPCALMA, a mammographic CAD in a GRID connection. CARS 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
2002	B	`conf`	Search of microcalcification clusters with the CALMA CAD station. Image Processing Maria Evelina Fantacci, Ubaldo Bottigli, Pasquale Delogu, Francesco Fauci, Bruno Golosio, Adele Lauria, Rosa Palmiero, Giuseppe Raso, Simone Stumbo, Sabina Tangaro
1998	—	`conf`	The Calma Project. Digital Mammography / IWDM S. R. Amendolia, Maria Giuseppina Bisogni, Ubaldo Bottigli, M. A. Ciocci, Pasquale Delogu, Maria Evelina Fantacci