Giorgio Russo

49 papers B 3Misc 1Journal 29Unranked 13
YearRankTypeTitle / Venue / Authors
2026 J jnl
Pretty Good Measurement for Radiomics: A Quantum-Inspired Multi-Class Classifier for Lung Cancer Subtyping and Prostate Cancer Risk Stratification.
CoRR
Giuseppe Sergioli, Carlo Cuccu, Giovanni Pasini, Alessandro Stefano, Giorgio Russo, Andrés Camilo Granda Arango, Roberto Giuntini
2025 — conf
A Fully Automatic Patch-Based Deep Learning Pipeline for Mass and Microcalcification Detection in Mammography: A Preliminary Study.
ICIAP (Workshops 1)
Giovanni Pasini, Nicolò Lauciello, Alessia Finti, Giorgio Russo, Franco Marinozzi, Fabiano Bini, Alessandro Stefano
2025 J jnl
A Robust [18F]-PSMA-1007 Radiomics Ensemble Model for Prostate Cancer Risk Stratification.
J. Imaging Inform. Medicine
Giovanni Pasini, Alessandro Stefano, Cristina Mantarro, Selene Richiusa, Albert Comelli, Giorgio Ivan Russo, Maria Gabriella Sabini, Sebastiano Cosentino, Massimo Ippolito, Giorgio Russo
2025 — conf
Machine Learning in Mammography Classification: A Radiomics-Based Evaluation and Developments.
ICIAP (Workshops 1)
Nicolò Lauciello, Giovanni Pasini, Giorgio Russo, Franco Marinozzi, Fabiano Bini, Alessandro Stefano
2025 B conf
Mammography Classification: How Useful is Machine Learning? A Radiomics Study and Future Perspectives.
CBMS
Nicolò Lauciello, Eleonora Giovagnoli, Giovanni Pasini, Fabiano Bini, Franco Marinozzi, Giorgio Russo, Alessandro Stefano
2025 — conf
Preliminary Radiomics-Based Classification of Tumor Nuclei in Melanoma Histopathology.
ICIAP (Workshops 1)
Alessia Finti, Alessandro Stefano, Giovanni Pasini, Giorgio Russo, Franco Marinozzi, Fabiano Bini
2024 J jnl
Development and Implementation of an Innovative Framework for Automated Radiomics Analysis in Neuroimaging.
J. Imaging
Chiara Camastra, Giovanni Pasini, Alessandro Stefano, Giorgio Russo, Basilio Vescio, Fabiano Bini, Franco Marinozzi, Antonio Augimeri
2024 J jnl
Preclinical Implementation of matRadiomics: A Case Study for Early Malformation Prediction in Zebrafish Model.
J. Imaging
Fabiano Bini, Elisa Missori, Gaia Pucci, Giovanni Pasini, Franco Marinozzi, Giusi Irma Forte, Giorgio Russo, Alessandro Stefano
2023 J jnl
Radiomics Analyses to Predict Histopathology in Patients with Metastatic Testicular Germ Cell Tumors before Post-Chemotherapy Retroperitoneal Lymph Node Dissection.
J. Imaging
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
2023 B conf
Spread-Out Bragg Peak in Treatment Planning System by Mixed Integer Linear Programming: a Proof of Concept.
CBMS
Matteo Spezialetti, Ramon Gimenez De Lorenzo, Giovanni Luca Gravina, Giuseppe Placidi, Fabrizio Rossi, Giorgio Russo, Stefano Smriglio, Francesca Vittorini, Filippo Mignosi
2022 J jnl
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
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
2022 — conf
MRI-Based Radiomics Analysis for Identification of Features Correlated with the Expanded Disability Status Scale of Multiple Sclerosis Patients.
ICIAP Workshops (1)
Valentina Nepi, Giovanni Pasini, Fabiano Bini, Franco Marinozzi, Giorgio Russo, Alessandro Stefano
2022 — conf
PET Images Atlas-Based Segmentation Performed in Native and in Template Space: A Radiomics Repeatability Study in Mouse Models.
ICIAP Workshops (1)
Paolo Giaccone, Viviana Benfante, Alessandro Stefano, Francesco Paolo Cammarata, Giorgio Russo, Albert Comelli
2022 J jnl
Semi-automated and interactive segmentation of contrast-enhancing masses on breast DCE-MRI using spatial fuzzy clustering.
Biomed. Signal Process. Control.
Carmelo Militello, Leonardo Rundo, Mariangela Dimarco, Alessia Orlando, Vincenzo Conti, Ramona Woitek, Ildebrando D'Angelo, Tommaso Vincenzo Bartolotta, Giorgio Russo
2022 J jnl
matRadiomics: A Novel and Complete Radiomics Framework, from Image Visualization to Predictive Model.
J. Imaging
Giovanni Pasini, Fabiano Bini, Giorgio Russo, Albert Comelli, Franco Marinozzi, Alessandro Stefano
2022 — conf
matRadiomics: From Biomedical Image Visualization to Predictive Model Implementation.
ICIAP Workshops (1)
Giovanni Pasini, Fabiano Bini, Giorgio Russo, Franco Marinozzi, Alessandro Stefano
2021 J jnl
A Computational Study on Temperature Variations in MRgFUS Treatments Using PRF Thermometry Techniques and Optical Probes.
J. Imaging
Carmelo Militello, Leonardo Rundo, Fabrizio Vicari, Luca Agnello, Giovanni Borasi, Salvatore Vitabile, Giorgio Russo
2021 B conf
Using Deep Learning for Fast Dose Refinement in Proton Therapy.
SMC
Matteo Spezialetti, Fulvio Lapenna, Pasquale Caianiello, Francesco Fracchiolla, Federico Muciaccia, Giuseppe Placidi, Giorgio Russo, Filippo Mignosi
2020 J jnl
A Survey on Nature-Inspired Medical Image Analysis: A Step Further in Biomedical Data Integration.
Fundam. Informaticae
Leonardo Rundo, Carmelo Militello, Salvatore Vitabile, Giorgio Russo, Evis Sala, Maria Carla Gilardi
2020 J jnl
A preliminary PET radiomics study of brain metastases using a fully automatic segmentation method.
BMC Bioinform.
Alessandro Stefano, Albert Comelli, Valentina Bravatà, Stefano Barone, Igor Daskalovski, Gaetano Savoca, Maria Gabriella Sabini, Massimo Ippolito, Giorgio Russo
2020 J jnl
Development of a new fully three-dimensional methodology for tumours delineation in functional images.
Comput. Biol. Medicine
Albert Comelli, Samuel Bignardi, Alessandro Stefano, Giorgio Russo, Maria Gabriella Sabini, Massimo Ippolito, Anthony J. Yezzi
2020 J jnl
Lung Segmentation on High-Resolution Computerized Tomography Images Using Deep Learning: A Preliminary Step for Radiomics Studies.
J. Imaging
Albert Comelli, Claudia Coronnello, Navdeep Dahiya, Viviana Benfante, Stefano Palmucci, Antonio Basile, Carlo Vancheri, Giorgio Russo, Anthony J. Yezzi, Alessandro Stefano
2020 J jnl
MF2C3: Multi-Feature Fuzzy Clustering to Enhance Cell Colony Detection in Automated Clonogenic Assay Evaluation.
Symmetry
Carmelo Militello, Leonardo Rundo, Luigi Minafra, Francesco Paolo Cammarata, Marco Calvaruso, Vincenzo Conti, Giorgio Russo
2020 — conf
Radiomics: A New Biomedical Workflow to Create a Predictive Model.
MIUA
Albert Comelli, Alessandro Stefano, Claudia Coronnello, Giorgio Russo, Federica Vernuccio, Roberto Cannella, Giuseppe Salvaggio, Roberto Lagalla, Stefano Barone
2019 J jnl
A novel framework for MR image segmentation and quantification by using MedGA.
Comput. Methods Programs Biomed.
Leonardo Rundo, Andrea Tangherloni, Paolo Cazzaniga, Marco S. Nobile, Giorgio Russo, Maria Carla Gilardi, Salvatore Vitabile, Giancarlo Mauri, Daniela Besozzi, Carmelo Militello
2019 J jnl
A semi-automatic approach for epicardial adipose tissue segmentation and quantification on cardiac CT scans.
Comput. Biol. Medicine
Carmelo Militello, Leonardo Rundo, Patrizia Toia, Vincenzo Conti, Giorgio Russo, Clarissa Filorizzo, Erica Maffei, Filippo Cademartiri, Ludovico La Grutta, Massimo Midiri, Salvatore Vitabile
2019 J jnl
Active contour algorithm with discriminant analysis for delineating tumors in positron emission tomography.
Artif. Intell. Medicine
Albert Comelli, Alessandro Stefano, Samuel Bignardi, Giorgio Russo, Maria Gabriella Sabini, Massimo Ippolito, Stefano Barone, Anthony J. Yezzi
2019 — ch.
Computer-Assisted Approaches for Uterine Fibroid Segmentation in MRgFUS Treatments: Quantitative Evaluation and Clinical Feasibility Analysis.
Quantifying and Processing Biomedical and Behavioral Signals
Leonardo Rundo, Carmelo Militello, Andrea Tangherloni, Giorgio Russo, Roberto Lagalla, Giancarlo Mauri, Maria Carla Gilardi, Salvatore Vitabile
2019 J jnl
K-nearest neighbor driving active contours to delineate biological tumor volumes.
Eng. Appl. Artif. Intell.
Albert Comelli, Alessandro Stefano, Giorgio Russo, Samuel Bignardi, Maria Gabriella Sabini, Giovanni Petrucci, Massimo Ippolito, Anthony J. Yezzi
2019 — conf
Tissue Classification to Support Local Active Delineation of Brain Tumors.
MIUA
Albert Comelli, Alessandro Stefano, Samuel Bignardi, Claudia Coronnello, Giorgio Russo, Maria G. Sabini, Massimo Ippolito, Anthony J. Yezzi
2018 J jnl
A smart and operator independent system to delineate tumours in Positron Emission Tomography scans.
Comput. Biol. Medicine
Albert Comelli, Alessandro Stefano, Giorgio Russo, Maria Gabriella Sabini, Massimo Ippolito, Samuel Bignardi, Giovanni Petrucci, Anthony J. Yezzi
2018 — ch.
Fully Automatic Multispectral MR Image Segmentation of Prostate Gland Based on the Fuzzy C-Means Clustering Algorithm.
Multidisciplinary Approaches to Neural Computing
Leonardo Rundo, Carmelo Militello, Giorgio Russo, Davide D'Urso, Lucia Maria Valastro, Antonio Garufi, Giancarlo Mauri, Salvatore Vitabile, Maria Carla Gilardi
2018 J jnl
GTVcut for neuro-radiosurgery treatment planning: an MRI brain cancer seeded image segmentation method based on a cellular automata model.
Nat. Comput.
Leonardo Rundo, Carmelo Militello, Giorgio Russo, Salvatore Vitabile, Maria Carla Gilardi, Giancarlo Mauri
2018 J jnl
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.
Leonardo Rundo, Carmelo Militello, Andrea Tangherloni, Giorgio Russo, Salvatore Vitabile, Maria Carla Gilardi, Giancarlo Mauri
2017 J jnl
A fully automatic approach for multimodal PET and MR image segmentation in gamma knife treatment planning.
Comput. Methods Programs Biomed.
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
2017 J jnl
An enhanced random walk algorithm for delineation of head and neck cancers in PET studies.
Medical Biol. Eng. Comput.
Alessandro Stefano, Salvatore Vitabile, Giorgio Russo, Massimo Ippolito, Maria Gabriella Sabini, Daniele Sardina, Orazio Gambino, Roberto Pirrone, Edoardo Ardizzone, Maria Carla Gilardi
2017 J jnl
Automated Prostate Gland Segmentation Based on an Unsupervised Fuzzy C-Means Clustering Technique Using Multispectral T1w and T2w MR Imaging.
Inf.
Leonardo Rundo, Carmelo Militello, Giorgio Russo, Antonio Garufi, Salvatore Vitabile, Maria Carla Gilardi, Giancarlo Mauri
2016 J jnl
A fully automatic method for biological target volume segmentation of brain metastases.
Int. J. Imaging Syst. Technol.
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
2016 J jnl
Combining split-and-merge and multi-seed region growing algorithms for uterine fibroid segmentation in MRgFUS treatments.
Medical Biol. Eng. Comput.
Leonardo Rundo, Carmelo Militello, Salvatore Vitabile, Carlo Casarino, Giorgio Russo, Massimo Midiri, Maria Carla Gilardi
2016 — conf
Neuro-Radiosurgery Treatments: MRI Brain Tumor Seeded Image Segmentation Based on a Cellular Automata Model.
ACRI
Leonardo Rundo, Carmelo Militello, Giorgio Russo, Pietro Pisciotta, Lucia Maria Valastro, Maria Gabriella Sabini, Salvatore Vitabile, Maria Carla Gilardi, Giancarlo Mauri
2016 — ch.
Semi-automatic Brain Lesion Segmentation in Gamma Knife Treatments Using an Unsupervised Fuzzy C-Means Clustering Technique.
Advances in Neural Networks
Leonardo Rundo, Carmelo Militello, Salvatore Vitabile, Giorgio Russo, Pietro Pisciotta, Francesco Marletta, Massimo Ippolito, Corrado D'Arrigo, Massimo Midiri, Maria Carla Gilardi
2015 J jnl
A GEANT4 web-based application to support Intra-Operative Electron Radiotherapy using the European grid infrastructure.
Concurr. Comput. Pract. Exp.
Carlo Casarino, Giorgio Russo, Giuliana Candiano, Giuseppe La Rocca, Roberto Barbera, Giovanni Borasi, Susanna Guatelli, Cristina Messa, Gianluca Passaro, Maria Carla Gilardi
2015 J jnl
A fully automatic 2D segmentation method for uterine fibroid in MRgFUS treatment evaluation.
Comput. Biol. Medicine
Carmelo Militello, Salvatore Vitabile, Leonardo Rundo, Giorgio Russo, Massimo Midiri, Maria Carla Gilardi
2015 — conf
An Automatic Method for Metabolic Evaluation of Gamma Knife Treatments.
ICIAP (1)
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
2015 J jnl
Gamma Knife treatment planning: MR brain tumor segmentation and volume measurement based on unsupervised Fuzzy C-Means clustering.
Int. J. Imaging Syst. Technol.
Carmelo Militello, Leonardo Rundo, Salvatore Vitabile, Giorgio Russo, Pietro Pisciotta, Francesco Marletta, Massimo Ippolito, Corrado D'Arrigo, Massimo Midiri, Maria Carla Gilardi
2014 — conf
Infrastructure Monitoring for Distributed Tier1: The ReCaS Project Use-Case.
INCoS
Vania Boccia, L. Carraciuolo, Domenico 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
2013 — conf
A GEANT4 Web-based Application to Support Intra-Operative Electron Radio-Therapy using the European Grid Infrastructure.
IWSG
Carlo Casarino, Giorgio Russo, Giuliana Carmela, Giuseppe La Rocca, Roberto Barbera, Giovanni Borasi, Cristina Messa, Maria Carla Gilardi, Gianluca Passaro
2013 — conf
A Graph-Based Method for PET Image Segmentation in Radiotherapy Planning: A Pilot Study.
ICIAP (2)
Alessandro Stefano, Salvatore Vitabile, Giorgio Russo, Massimo Ippolito, Daniele Sardina, Maria G. Sabini, Francesca Gallivanone, Isabella Castiglioni, Maria Carla Gilardi
2013 Misc conf
A Semi-automatic Multi-seed Region-Growing Approach for Uterine Fibroids Segmentation in MRgFUS Treatment.
CISIS
Carmelo Militello, Salvatore Vitabile, Giorgio Russo, Giuliana Candiano, Cesare Gagliardo, Massimo Midiri, Maria Carla Gilardi