Alessandra Retico

58 papers C 2Journal 21Unranked 35

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`	2.5D Deep Learning Model with Attention Mechanism for Pancreas Segmentation on CT Scans. BIOSTEC (1) Idriss Cabrel Tsewalo Tondji, Francesca Lizzi, Camilla Scapicchio, Alessandra Retico
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	J	`jnl`	Hardware acceleration for ultra-fast Neural Network training on FPGA for MRF map reconstruction. CoRR Mattia Ricchi, Fabrizio Alfonsi, Camilla Marella, Marco Barbieri, Alessandra Retico, Leonardo Brizi, Alessandro Gabrielli, Claudia Testa
2025	—	`conf`	How Do Doctors Perceive AI in Their Medical Practice? HHAI Laura Sartori, Chiara Binelli, Francesca Lizzi, Francesco Sensi, Alessandra Retico
2025	—	`conf`	How do doctors perceive AI in their medical practice? AEQUITAS@ECAI Laura Sartori, Chiara Binelli, Francesca Lizzi, Andrea Chincarini, Francesco Sensi, Alessandra Retico
2025	—	`conf`	Human-AI Framework to Investigate New Promising Oncological Radiotherapy Techniques. HHAI Camilla Scapicchio, Silvia Arezzini, Antonino Formuso, Simone Lossano, Enrico Mazzoni, 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	J	`jnl`	Deep learning based joint fusion approach to exploit anatomical and functional brain information in autism spectrum disorders. Brain Informatics Sara Saponaro, Francesca Lizzi, Giacomo Serra, Francesca Mainas, Piernicola Oliva, Alessia Giuliano, Sara Calderoni, Alessandra Retico
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	J	`jnl`	Effect of data harmonization of multicentric dataset in ASD/TD classification. Brain Informatics Giacomo Serra, Francesca Mainas, Bruno Golosio, Alessandra Retico, Piernicola Oliva
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`	Analysis of a Flexible Dual-Channel Octagonal Coil System for UHF MRI. IEEE Access Nicola Curreli, Matteo Bruno Lodi, Andrea Melis, Claudio Puddu, Sergio Casu, Alessandro Fanti, Nikola Djuric, Alessandra Retico, Giuseppe Mazzarella
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	J	`jnl`	Three dimensional MRF obtains highly repeatable and reproducible multi-parametric estimations in the healthy human brain at 1.5T and 3T. NeuroImage 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
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	—	`conf`	Assessment of ultra-high-field Magnetic Resonance Imaging safety via temperature increase monitoring with Magnetic Resonance Thermometry. MeMeA Laura Biagi, Vito Gagliardi, Alessandra Retico, Massimo Marletta, Giacomo Aringhieri, Gianluigi Tiberi, Francesco Campanella, Michela Tosetti
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	J	`jnl`	Measuring the effects of confounders in medical supervised classification problems: the Confounding Index (CI). Artif. Intell. Medicine Elisa Ferrari, Alessandra Retico, Davide Bacciu
2020	J	`jnl`	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 Marco Fantasia, Angelo Galante, Francesca Maggiorelli, Alessandra Retico, Nunzia Fontana, Agostino Monorchio, Marcello Alecci
2019	J	`jnl`	Measuring the effects of confounders in medical supervised classification problems: the Confounding Index (CI). CoRR Elisa Ferrari, Alessandra Retico, Davide Bacciu
2019	J	`jnl`	Multi-site repeatability and reproducibility of MR fingerprinting of the healthy brain at 1.5 and 3.0 T. NeuroImage 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
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`	Double Tuned MeMeA Francesca Maggiorelli, Alessandra Retico, Eddy Boskamp, Fraser Robb, Angelo Galante, Marco Fantasia, Marcello Alecci, Michela Tosetti, Gianluigi Tiberi
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`	Subject-specific knee SAR prediction using a degenerate birdcage at 7T. MeMeA Vito Gagliardi, Alessandra Retico, Laura Biagi, Giacomo Aringhieri, Virna Zampa, Mark R. Symms, Gianluigi Tiberi, Michela Tosetti
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
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	—	`conf`	Processing Magnetic Resonance Image Features with One-class Support Vector Machines - Investigation of the Autism Spectrum Disorder Heterogeneity. BIOIMAGING Ilaria Gori, Alessia Giuliano, Piernicola Oliva, Michela Tosetti, Filippo Muratori, Sara Calderoni, Alessandra Retico
2015	—	`conf`	A 7T double-tuned ( MeMeA 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
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	J	`jnl`	Female children with autism spectrum disorder: An insight from mass-univariate and pattern classification analyses. NeuroImage Sara Calderoni, Alessandra Retico, Laura Biagi, Raffaella Tancredi, Filippo Muratori, Michela Tosetti
2011	J	`jnl`	Local MRI analysis approach in the diagnosis of early and prodromal Alzheimer's disease. NeuroImage 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
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
2010	—	`conf`	Selective reduction of CAD false-positive findings. Computer-Aided Diagnosis Niccolò Camarlinghi, Ilaria Gori, Alessandra Retico, Francesco Bagagli
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
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