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Journal Articles
- 2024
[j26]Chiara Camastra
, Giovanni Pasini, Alessandro Stefano, Giorgio Russo, Basilio Vescio, Fabiano Bini, Franco Marinozzi, Antonio Augimeri:
Development and Implementation of an Innovative Framework for Automated Radiomics Analysis in Neuroimaging. J. Imaging 10(4): 96 (2024)- 2023
- [j25]Anna Scavuzzo, Giovanni Pasini, Elisabetta Crescio, Miguel A. Jiménez-Ríos, Pavel Figueroa-Rodriguez, Albert Comelli, Giorgio Russo, Ivan Calvo Vazquez, Sebastian Muruato Araiza, David Gomez Ortiz, Delia Perez Montiel, Alejandro Lopez Saavedra, Alessandro Stefano:
Radiomics Analyses to Predict Histopathology in Patients with Metastatic Testicular Germ Cell Tumors before Post-Chemotherapy Retroperitoneal Lymph Node Dissection. J. Imaging 9(10): 213 (2023) - 2022
- [j24]Carmelo Militello, Leonardo Rundo, Mariangela Dimarco, Alessia Orlando, Vincenzo Conti, Ramona Woitek, Ildebrando D'Angelo, Tommaso Vincenzo Bartolotta, Giorgio Russo:
Semi-automated and interactive segmentation of contrast-enhancing masses on breast DCE-MRI using spatial fuzzy clustering. Biomed. Signal Process. Control. 71(Part): 103113 (2022) - [j23]Viviana Benfante, Alessandro Stefano, Albert Comelli, Paolo Giaccone, Francesco Paolo Cammarata, Selene Richiusa, Fabrizio Scopelliti, Marco Pometti, Milene Ficarra, Sebastiano Cosentino, Marcello Lunardon, Francesca Mastrotto, Alberto Andrighetto, Antonino Tuttolomondo, Rosalba Parenti, Massimo Ippolito, Giorgio Russo:
A New Preclinical Decision Support System Based on PET Radiomics: A Preliminary Study on the Evaluation of an Innovative 64Cu-Labeled Chelator in Mouse Models. J. Imaging 8(4): 92 (2022) - [j22]Giovanni Pasini, Fabiano Bini, Giorgio Russo, Albert Comelli, Franco Marinozzi, Alessandro Stefano:
matRadiomics: A Novel and Complete Radiomics Framework, from Image Visualization to Predictive Model. J. Imaging 8(8): 221 (2022) - 2021
- [j21]Carmelo Militello, Leonardo Rundo, Fabrizio Vicari, Luca Agnello, Giovanni Borasi, Salvatore Vitabile, Giorgio Russo:
A Computational Study on Temperature Variations in MRgFUS Treatments Using PRF Thermometry Techniques and Optical Probes. J. Imaging 7(4): 63 (2021) - 2020
- [j20]Alessandro Stefano, Albert Comelli, Valentina Bravatà, Stefano Barone, Igor Daskalovski, Gaetano Savoca, Maria Gabriella Sabini, Massimo Ippolito, Giorgio Russo:
A preliminary PET radiomics study of brain metastases using a fully automatic segmentation method. BMC Bioinform. 21-S(8): 325 (2020) - [j19]Albert Comelli, Samuel Bignardi, Alessandro Stefano, Giorgio Russo, Maria Gabriella Sabini, Massimo Ippolito, Anthony J. Yezzi:
Development of a new fully three-dimensional methodology for tumours delineation in functional images. Comput. Biol. Medicine 120: 103701 (2020) - [j18]Leonardo Rundo, Carmelo Militello, Salvatore Vitabile, Giorgio Russo, Evis Sala, Maria Carla Gilardi:
A Survey on Nature-Inspired Medical Image Analysis: A Step Further in Biomedical Data Integration. Fundam. Informaticae 171(1-4): 345-365 (2020) - [j17]Albert Comelli, Claudia Coronnello, Navdeep Dahiya, Viviana Benfante, Stefano Palmucci, Antonio Basile, Carlo Vancheri, Giorgio Russo, Anthony J. Yezzi, Alessandro Stefano:
Lung Segmentation on High-Resolution Computerized Tomography Images Using Deep Learning: A Preliminary Step for Radiomics Studies. J. Imaging 6(11): 125 (2020) - [j16]Carmelo Militello, Leonardo Rundo, Luigi Minafra, Francesco Paolo Cammarata, Marco Calvaruso, Vincenzo Conti, Giorgio Russo:
MF2C3: Multi-Feature Fuzzy Clustering to Enhance Cell Colony Detection in Automated Clonogenic Assay Evaluation. Symmetry 12(5): 773 (2020) - 2019
- [j15]Albert Comelli, Alessandro Stefano, Samuel Bignardi, Giorgio Russo, Maria Gabriella Sabini, Massimo Ippolito, Stefano Barone, Anthony J. Yezzi:
Active contour algorithm with discriminant analysis for delineating tumors in positron emission tomography. Artif. Intell. Medicine 94: 67-78 (2019) - [j14]Carmelo Militello, Leonardo Rundo, Patrizia Toia, Vincenzo Conti, Giorgio Russo, Clarissa Filorizzo, Erica Maffei, Filippo Cademartiri, Ludovico La Grutta, Massimo Midiri, Salvatore Vitabile:
A semi-automatic approach for epicardial adipose tissue segmentation and quantification on cardiac CT scans. Comput. Biol. Medicine 114 (2019) - [j13]Leonardo Rundo, Andrea Tangherloni, Paolo Cazzaniga, Marco S. Nobile, Giorgio Russo, Maria Carla Gilardi, Salvatore Vitabile, Giancarlo Mauri, Daniela Besozzi, Carmelo Militello:
A novel framework for MR image segmentation and quantification by using MedGA. Comput. Methods Programs Biomed. 176: 159-172 (2019) - [j12]Albert Comelli, Alessandro Stefano, Giorgio Russo, Samuel Bignardi, Maria Gabriella Sabini, Giovanni Petrucci, Massimo Ippolito, Anthony J. Yezzi:
K-nearest neighbor driving active contours to delineate biological tumor volumes. Eng. Appl. Artif. Intell. 81: 133-144 (2019) - 2018
- [j11]Albert Comelli, Alessandro Stefano, Giorgio Russo, Maria Gabriella Sabini, Massimo Ippolito, Samuel Bignardi, Giovanni Petrucci, Anthony J. Yezzi:
A smart and operator independent system to delineate tumours in Positron Emission Tomography scans. Comput. Biol. Medicine 102: 1-15 (2018) - [j10]Leonardo Rundo, Carmelo Militello, Andrea Tangherloni, Giorgio Russo, Salvatore Vitabile, Maria Carla Gilardi, Giancarlo Mauri:
NeXt for neuro-radiosurgery: A fully automatic approach for necrosis extraction in brain tumor MRI using an unsupervised machine learning technique. Int. J. Imaging Syst. Technol. 28(1): 21-37 (2018) - [j9]Leonardo Rundo, Carmelo Militello, Giorgio Russo, Salvatore Vitabile, Maria Carla Gilardi, Giancarlo Mauri:
GTVcut for neuro-radiosurgery treatment planning: an MRI brain cancer seeded image segmentation method based on a cellular automata model. Nat. Comput. 17(3): 521-536 (2018) - 2017
- [j8]Leonardo Rundo, Alessandro Stefano, Carmelo Militello, Giorgio Russo, Maria Gabriella Sabini, Corrado D'Arrigo, Francesco Marletta, Massimo Ippolito, Giancarlo Mauri, Salvatore Vitabile, Maria Carla Gilardi:
A fully automatic approach for multimodal PET and MR image segmentation in gamma knife treatment planning. Comput. Methods Programs Biomed. 144: 77-96 (2017) - [j7]Leonardo Rundo, Carmelo Militello, Giorgio Russo, Antonio Garufi, Salvatore Vitabile, Maria Carla Gilardi, Giancarlo Mauri:
Automated Prostate Gland Segmentation Based on an Unsupervised Fuzzy C-Means Clustering Technique Using Multispectral T1w and T2w MR Imaging. Inf. 8(2): 49 (2017) - [j6]Alessandro Stefano, Salvatore Vitabile, Giorgio Russo, Massimo Ippolito, Maria Gabriella Sabini, Daniele Sardina, Orazio Gambino, Roberto Pirrone, Edoardo Ardizzone, Maria Carla Gilardi:
An enhanced random walk algorithm for delineation of head and neck cancers in PET studies. Medical Biol. Eng. Comput. 55(6): 897-908 (2017) - 2016
- [j5]Alessandro Stefano, Salvatore Vitabile, Giorgio Russo, Massimo Ippolito, Franco Marletta, Corrado D'Arrigo, Davide D'Urso, Orazio Gambino, Roberto Pirrone, Edoardo Ardizzone, Maria Carla Gilardi:
A fully automatic method for biological target volume segmentation of brain metastases. Int. J. Imaging Syst. Technol. 26(1): 29-37 (2016) - [j4]Leonardo Rundo, Carmelo Militello, Salvatore Vitabile, Carlo Casarino, Giorgio Russo, Massimo Midiri, Maria Carla Gilardi:
Combining split-and-merge and multi-seed region growing algorithms for uterine fibroid segmentation in MRgFUS treatments. Medical Biol. Eng. Comput. 54(7): 1071-1084 (2016) - 2015
- [j3]Carmelo Militello, Salvatore Vitabile, Leonardo Rundo, Giorgio Russo, Massimo Midiri, Maria Carla Gilardi:
A fully automatic 2D segmentation method for uterine fibroid in MRgFUS treatment evaluation. Comput. Biol. Medicine 62: 277-292 (2015) - [j2]Carlo Casarino, Giorgio Russo, Giuliana Candiano, Giuseppe La Rocca, Roberto Barbera, Giovanni Borasi, Susanna Guatelli, Cristina Messa, Gianluca Passaro, Maria Carla Gilardi:
A GEANT4 web-based application to support Intra-Operative Electron Radiotherapy using the European grid infrastructure. Concurr. Comput. Pract. Exp. 27(2): 458-472 (2015) - [j1]Carmelo Militello, Leonardo Rundo, Salvatore Vitabile, Giorgio Russo, Pietro Pisciotta, Francesco Marletta, Massimo Ippolito, Corrado D'Arrigo, Massimo Midiri, Maria Carla Gilardi:
Gamma Knife treatment planning: MR brain tumor segmentation and volume measurement based on unsupervised Fuzzy C-Means clustering. Int. J. Imaging Syst. Technol. 25(3): 213-225 (2015)
Conference and Workshop Papers
- 2023
- [c13]Matteo Spezialetti, Ramon Gimenez De Lorenzo, Giovanni Luca Gravina, Giuseppe Placidi, Fabrizio Rossi, Giorgio Russo, Stefano Smriglio, Francesca Vittorini, Filippo Mignosi:
Spread-Out Bragg Peak in Treatment Planning System by Mixed Integer Linear Programming: a Proof of Concept. CBMS 2023: 548-554 - 2022
- [c12]Paolo Giaccone, Viviana Benfante, Alessandro Stefano, Francesco Paolo Cammarata, Giorgio Russo, Albert Comelli:
PET Images Atlas-Based Segmentation Performed in Native and in Template Space: A Radiomics Repeatability Study in Mouse Models. ICIAP Workshops (1) 2022: 351-361 - [c11]Valentina Nepi, Giovanni Pasini, Fabiano Bini, Franco Marinozzi, Giorgio Russo, Alessandro Stefano:
MRI-Based Radiomics Analysis for Identification of Features Correlated with the Expanded Disability Status Scale of Multiple Sclerosis Patients. ICIAP Workshops (1) 2022: 362-373 - [c10]Giovanni Pasini, Fabiano Bini, Giorgio Russo, Franco Marinozzi, Alessandro Stefano:
matRadiomics: From Biomedical Image Visualization to Predictive Model Implementation. ICIAP Workshops (1) 2022: 374-385 - 2021
- [c9]Matteo Spezialetti, Fulvio Lapenna, Pasquale Caianiello, Francesco Fracchiolla, Federico Muciaccia, Giuseppe Placidi, Giorgio Russo, Filippo Mignosi:
Using Deep Learning for Fast Dose Refinement in Proton Therapy. SMC 2021: 1783-1789 - 2020
- [c8]Albert Comelli, Alessandro Stefano, Claudia Coronnello, Giorgio Russo, Federica Vernuccio, Roberto Cannella, Giuseppe Salvaggio, Roberto Lagalla, Stefano Barone:
Radiomics: A New Biomedical Workflow to Create a Predictive Model. MIUA 2020: 280-293 - 2019
- [c7]Albert Comelli, Alessandro Stefano, Samuel Bignardi, Claudia Coronnello, Giorgio Russo, Maria G. Sabini, Massimo Ippolito, Anthony J. Yezzi:
Tissue Classification to Support Local Active Delineation of Brain Tumors. MIUA 2019: 3-14 - 2016
- [c6]Leonardo Rundo, Carmelo Militello, Giorgio Russo, Pietro Pisciotta, Lucia Maria Valastro, Maria Gabriella Sabini, Salvatore Vitabile, Maria Carla Gilardi, Giancarlo Mauri:
Neuro-Radiosurgery Treatments: MRI Brain Tumor Seeded Image Segmentation Based on a Cellular Automata Model. ACRI 2016: 323-333 - 2015
- [c5]Alessandro Stefano, Salvatore Vitabile, Giorgio Russo, Massimo Ippolito, Franco Marletta, Corrado D'Arrigo, Davide D'Urso, Maria G. Sabini, Orazio Gambino, Roberto Pirrone, Edoardo Ardizzone, Maria Carla Gilardi:
An Automatic Method for Metabolic Evaluation of Gamma Knife Treatments. ICIAP (1) 2015: 579-589 - 2014
- [c4]Vania Boccia, L. Carraciuolo, D. Del Prete, Silvio Pardi, Marica Antonacci, Giacinto Donvito, Alfonso Monaco, V. Spinoso, Giuseppe Andronico, Roberto Barbera, Marco Fargetta, Salvatore Monforte, V. Lavorini, Alessandro Tarasio, E. Tassi, Giovanni Battista Barone, Davide Bottalico, Leonardo Merola, S. Naddeo, Giuseppe Scotti, Giorgio Russo, Giorgio Pietro Maggi, Roberto Bellotti:
Infrastructure Monitoring for Distributed Tier1: The ReCaS Project Use-Case. INCoS 2014: 557-562 - 2013
- [c3]Carmelo Militello, Salvatore Vitabile, Giorgio Russo, Giuliana Candiano, Cesare Gagliardo, Massimo Midiri, Maria Carla Gilardi:
A Semi-automatic Multi-seed Region-Growing Approach for Uterine Fibroids Segmentation in MRgFUS Treatment. CISIS 2013: 176-182 - [c2]Alessandro Stefano, Salvatore Vitabile, Giorgio Russo, Massimo Ippolito, Daniele Sardina, Maria G. Sabini, Francesca Gallivanone, Isabella Castiglioni, Maria Carla Gilardi:
A Graph-Based Method for PET Image Segmentation in Radiotherapy Planning: A Pilot Study. ICIAP (2) 2013: 711-720 - [c1]Carlo Casarino, Giorgio Russo, Giuliana Carmela, Giuseppe La Rocca, Roberto Barbera, Giovanni Borasi, Cristina Messa, Maria Carla Gilardi, Gianluca Passaro:
A GEANT4 Web-based Application to Support Intra-Operative Electron Radio-Therapy using the European Grid Infrastructure. IWSG 2013
Parts in Books or Collections
- 2019
- [p3]Leonardo Rundo, Carmelo Militello, Andrea Tangherloni, Giorgio Russo, Roberto Lagalla, Giancarlo Mauri, Maria Carla Gilardi, Salvatore Vitabile:
Computer-Assisted Approaches for Uterine Fibroid Segmentation in MRgFUS Treatments: Quantitative Evaluation and Clinical Feasibility Analysis. Quantifying and Processing Biomedical and Behavioral Signals 2019: 229-241 - 2018
- [p2]Leonardo Rundo, Carmelo Militello, Giorgio Russo, Davide D'Urso, Lucia Maria Valastro, Antonio Garufi, Giancarlo Mauri, Salvatore Vitabile, Maria Carla Gilardi:
Fully Automatic Multispectral MR Image Segmentation of Prostate Gland Based on the Fuzzy C-Means Clustering Algorithm. Multidisciplinary Approaches to Neural Computing 2018: 23-37 - 2016
- [p1]Leonardo Rundo, Carmelo Militello, Salvatore Vitabile, Giorgio Russo, Pietro Pisciotta, Francesco Marletta, Massimo Ippolito, Corrado D'Arrigo, Massimo Midiri, Maria Carla Gilardi:
Semi-automatic Brain Lesion Segmentation in Gamma Knife Treatments Using an Unsupervised Fuzzy C-Means Clustering Technique. Advances in Neural Networks 2016: 15-26
Coauthor Index
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