Alessandra Retico

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 34

Top Topics

Magnetic Resonance

Convolutional Neural Networks

Top Venues

Publications

Sara Saponaro, Francesca Lizzi, Giacomo Serra, Francesca Mainas, Piernicola Oliva, Alessia Giuliano, Sara Calderoni, Alessandra Retico
Deep learning based joint fusion approach to exploit anatomical and functional brain information in autism spectrum disorders. Brain Informatics 11 (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)
Giacomo Serra, Francesca Mainas, Bruno Golosio, Alessandra Retico, Piernicola Oliva
Effect of data harmonization of multicentric dataset in ASD/TD classification. Brain Informatics 10 (1) (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)
Nicola Curreli, Matteo Bruno Lodi, Andrea Melis, Claudio Puddu, Sergio Casu, Alessandro Fanti, Nikola Djuric, Alessandra Retico, Giuseppe Mazzarella
Analysis of a Flexible Dual-Channel Octagonal Coil System for UHF MRI. IEEE Access 10 (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)
Guido Buonincontri, Jan W. Kurzawski, Joshua D. Kaggie, Tomasz Matys, Ferdia A. Gallagher, Matteo Cencini, Graziella Donatelli, Paolo Cecchi, Mirco Cosottini, Nicola Martini, Francesca Frijia, Domenico Montanaro, Pedro A. Gómez, Rolf F. Schulte, Alessandra Retico, Michela Tosetti
Three dimensional MRF obtains highly repeatable and reproducible multi-parametric estimations in the healthy human brain at 1.5T and 3T. NeuroImage 226 (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)
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)
Marco Fantasia, Angelo Galante, Francesca Maggiorelli, Alessandra Retico, Nunzia Fontana, Agostino Monorchio, Marcello Alecci
Numerical and Workbench Design of 2.35 T Double-Tuned (¹H/²³Na) Nested RF Birdcage Coils Suitable for Animal Size MRI. IEEE Trans. Medical Imaging 39 (10) (2020)
Laura Biagi, Vito Gagliardi, Alessandra Retico, Massimo Marletta, Giacomo Aringhieri, Gianluigi Tiberi, Francesco Campanella, Michela Tosetti
Assessment of ultra-high-field Magnetic Resonance Imaging safety via temperature increase monitoring with Magnetic Resonance Thermometry. MeMeA (2020)
Elisa Ferrari, Alessandra Retico, Davide Bacciu
Measuring the effects of confounders in medical supervised classification problems: the Confounding Index (CI). Artif. Intell. Medicine 103 (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)
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)
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)
Guido Buonincontri, Laura Biagi, Alessandra Retico, Paolo Cecchi, Mirco Cosottini, Ferdia A. Gallagher, Pedro A. Gómez, Martin J. Graves, Mary A. McLean, Frank Riemer, Rolf F. Schulte, Michela Tosetti, Fulvio Zaccagna, Joshua D. Kaggie
Multi-site repeatability and reproducibility of MR fingerprinting of the healthy brain at 1.5 and 3.0 T. NeuroImage 195 (2019)
Elisa Ferrari, Alessandra Retico, Davide Bacciu
Measuring the effects of confounders in medical supervised classification problems: the Confounding Index (CI). CoRR (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)
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)
Francesca Maggiorelli, Alessandra Retico, Eddy Boskamp, Fraser Robb, Angelo Galante, Marco Fantasia, Marcello Alecci, Michela Tosetti, Gianluigi Tiberi
Na Birdcage Coils for MRI at 7 T : Performance evaluation through electromagnetic simulations. MeMeA (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)
Vito Gagliardi, Alessandra Retico, Laura Biagi, Giacomo Aringhieri, Virna Zampa, Mark R. Symms, Gianluigi Tiberi, Michela Tosetti
Subject-specific knee SAR prediction using a degenerate birdcage at 7T. MeMeA (2018)
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)
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)
Ilaria Gori, Alessia Giuliano, Piernicola Oliva, Michela Tosetti, Filippo Muratori, Sara Calderoni, Alessandra Retico
Processing Magnetic Resonance Image Features with One-class Support Vector Machines - Investigation of the Autism Spectrum Disorder Heterogeneity. BIOIMAGING (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)
Alessandra Retico, Assunta Vitacolonna, Angelo Galante, Tiziana M. Florio, Annamaria Cimini, Riccardo Stara, Gianluigi Tiberi, Michela Tosetti, Nunzia Fontana, Giuliano Manara, Agostino Monorchio, Marcello Alecci
P) microstrip surface RF coil for the IMAGO7 MR scanner. MeMeA (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)
Sara Calderoni, Alessandra Retico, Laura Biagi, Raffaella Tancredi, Filippo Muratori, Michela Tosetti
Female children with autism spectrum disorder: An insight from mass-univariate and pattern classification analyses. NeuroImage 59 (2) (2012)
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)
Andrea Chincarini, Paolo Bosco, Piero Calvini, Gianluca Gemme, Mario Esposito, Chiara Olivieri, Luca Rei, Sandro Squarcia, Guido Rodriguez, Roberto Bellotti, Piergiorgio Cerello, Ivan De Mitri, Alessandra Retico, Flavio Nobili
Local MRI analysis approach in the diagnosis of early and prodromal Alzheimer's disease. NeuroImage 58 (2) (2011)
Niccolò Camarlinghi, Ilaria Gori, Alessandra Retico, Francesco Bagagli
Selective reduction of CAD false-positive findings. Medical Imaging: Computer-Aided Diagnosis (2010)
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)
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)
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)