Alessandro Stefano

According to our database, Alessandro Stefano authored at least 30 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Development and Implementation of an Innovative Framework for Automated Radiomics Analysis in Neuroimaging.

Chiara Camastra, Giovanni Pasini, Alessandro Stefano, Giorgio Russo, Basilio Vescio, Fabiano Bini, Franco Marinozzi, Antonio Augimeri

J. Imaging, April, 2024

Preclinical Implementation of matRadiomics: A Case Study for Early Malformation Prediction in Zebrafish Model.

Fabiano Bini, Elisa Missori, Gaia Pucci, Giovanni Pasini, Franco Marinozzi, Giusi Irma Forte, Giorgio Russo, Alessandro Stefano

J. Imaging, 2024

Challenges and limitations in applying radiomics to PET imaging: Possible opportunities and avenues for research.

Alessandro Stefano

Comput. Biol. Medicine, 2024

2023

Radiomics Analyses to Predict Histopathology in Patients with Metastatic Testicular Germ Cell Tumors before Post-Chemotherapy Retroperitoneal Lymph Node Dissection.

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

J. Imaging, 2023

CT Rendering and Radiomic Analysis in Post-Chemotherapy Retroperitoneal Lymph Node Dissection for Testicular Cancer to Anticipate Difficulties for Young Surgeons.

Anna Scavuzzo, Pavel Figueroa-Rodriguez, Alessandro Stefano, Nallely Jimenez Guedulain, Sebastian Muruato Araiza, Jose de Jesus Cendejas Gomez, Alejandro Quiroz Compeaán, Dimas O. Victorio Vargas, Miguel A. Jiménez-Ríos

J. Imaging, 2023

Prediction of High Pathological Grade in Prostate Cancer Patients Undergoing [¹⁸F]-PSMA PET/CT: A Preliminary Radiomics Study.

Alessandro Stefano, Cristina Mantarro, Selene Richiusa, Giovanni Pasini, Maria Gabriella Sabini, Sebastiano Cosentino, Massimo Ippolito

Proceedings of the Image Analysis and Processing - ICIAP 2023 Workshops, 2023

2022

matRadiomics: A Novel and Complete Radiomics Framework, from Image Visualization to Predictive Model.

Giovanni Pasini, Fabiano Bini, Giorgio Russo, Albert Comelli, Franco Marinozzi, Alessandro Stefano

J. Imaging, 2022

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.

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

J. Imaging, 2022

Automatic Liver Segmentation in Pre-TIPS Cirrhotic Patients: A Preliminary Step for Radiomics Studies.

Anna Maria Pavone, Viviana Benfante, Alessandro Stefano, Giuseppe Mamone, Mariapina Milazzo, Ambra Di Pizza, Rosalba Parenti, Luigi Maruzzelli, Roberto Miraglia, Albert Comelli

Proceedings of the Image Analysis and Processing. ICIAP 2022 Workshops, 2022

matRadiomics: From Biomedical Image Visualization to Predictive Model Implementation.

Giovanni Pasini, Fabiano Bini, Giorgio Russo, Franco Marinozzi, Alessandro Stefano

Proceedings of the Image Analysis and Processing. ICIAP 2022 Workshops, 2022

MRI-Based Radiomics Analysis for Identification of Features Correlated with the Expanded Disability Status Scale of Multiple Sclerosis Patients.

Valentina Nepi, Giovanni Pasini, Fabiano Bini, Franco Marinozzi, Giorgio Russo, Alessandro Stefano

Proceedings of the Image Analysis and Processing. ICIAP 2022 Workshops, 2022

PET Images Atlas-Based Segmentation Performed in Native and in Template Space: A Radiomics Repeatability Study in Mouse Models.

Paolo Giaccone, Viviana Benfante, Alessandro Stefano, Francesco Paolo Cammarata, Giorgio Russo, Albert Comelli

Proceedings of the Image Analysis and Processing. ICIAP 2022 Workshops, 2022

Combining Convolutional Neural Networks and Anatomical Shape-Based Priors for Cardiac Segmentation.

Samuel Bignardi, Anthony J. Yezzi, Navdeep Dahiya, Albert Comelli, Alessandro Stefano, Marina Piccinelli, Ernest Garcia

Proceedings of the Image Analysis and Processing. ICIAP 2022 Workshops, 2022

2021

Customized Efficient Neural Network for COVID-19 Infected Region Identification in CT Images.

Alessandro Stefano, Albert Comelli

J. Imaging, 2021

Radiomics and Prostate MRI: Current Role and Future Applications.

Giuseppe Cutaia, Giuseppe La Tona, Albert Comelli, Federica Vernuccio, Francesco Agnello, Cesare Gagliardo, Leonardo Salvaggio, Natale Quartuccio, Letterio Sturiale, Alessandro Stefano, Mauro Calamia, Gaspare Arnone, Massimo Midiri, Giuseppe Salvaggio

J. Imaging, 2021

2020

Lung Segmentation on High-Resolution Computerized Tomography Images Using Deep Learning: A Preliminary Step for Radiomics Studies.

Albert Comelli, Claudia Coronnello, Navdeep Dahiya, Viviana Benfante, Stefano Palmucci, Antonio Basile, Carlo Vancheri, Giorgio Russo, Anthony J. Yezzi, Alessandro Stefano

J. Imaging, 2020

Development of a new fully three-dimensional methodology for tumours delineation in functional images.

Albert Comelli, Samuel Bignardi, Alessandro Stefano, Giorgio Russo, Maria Gabriella Sabini, Massimo Ippolito, Anthony J. Yezzi

Comput. Biol. Medicine, 2020

A preliminary PET radiomics study of brain metastases using a fully automatic segmentation method.

Alessandro Stefano, Albert Comelli, Valentina Bravatà, Stefano Barone, Igor Daskalovski, Gaetano Savoca, Maria Gabriella Sabini, Massimo Ippolito, Giorgio Russo

BMC Bioinform., 2020

Radiomics: A New Biomedical Workflow to Create a Predictive Model.

Albert Comelli, Alessandro Stefano, Claudia Coronnello, Giorgio Russo, Federica Vernuccio, Roberto Cannella, Giuseppe Salvaggio, Roberto Lagalla, Stefano Barone

Proceedings of the Medical Image Understanding and Analysis - 24th Annual Conference, 2020

Active Surface for Fully 3D Automatic Segmentation.

Albert Comelli, Alessandro Stefano

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

2019

K-nearest neighbor driving active contours to delineate biological tumor volumes.

Albert Comelli, Alessandro Stefano, Giorgio Russo, Samuel Bignardi, Maria Gabriella Sabini, Giovanni Petrucci, Massimo Ippolito, Anthony J. Yezzi

Eng. Appl. Artif. Intell., 2019

Active contour algorithm with discriminant analysis for delineating tumors in positron emission tomography.

Albert Comelli, Alessandro Stefano, Samuel Bignardi, Giorgio Russo, Maria Gabriella Sabini, Massimo Ippolito, Stefano Barone, Anthony J. Yezzi

Artif. Intell. Medicine, 2019

Tissue Classification to Support Local Active Delineation of Brain Tumors.

Albert Comelli, Alessandro Stefano, Samuel Bignardi, Claudia Coronnello, Giorgio Russo, Maria G. Sabini, Massimo Ippolito, Anthony J. Yezzi

Proceedings of the Medical Image Understanding and Analysis - 23rd Conference, 2019

A Fully Automated Segmentation System of Positron Emission Tomography Studies.

Albert Comelli, Alessandro Stefano

Proceedings of the Medical Image Understanding and Analysis - 23rd Conference, 2019

2018

A smart and operator independent system to delineate tumours in Positron Emission Tomography scans.

Albert Comelli, Alessandro Stefano, Giorgio Russo, Maria Gabriella Sabini, Massimo Ippolito, Samuel Bignardi, Giovanni Petrucci, Anthony J. Yezzi

Comput. Biol. Medicine, 2018

2017

An enhanced random walk algorithm for delineation of head and neck cancers in PET studies.

Alessandro Stefano, Salvatore Vitabile, Giorgio Russo, Massimo Ippolito, Maria Gabriella Sabini, Daniele Sardina, Orazio Gambino, Roberto Pirrone, Edoardo Ardizzone, Maria Carla Gilardi

Medical Biol. Eng. Comput., 2017

A fully automatic approach for multimodal PET and MR image segmentation in gamma knife treatment planning.

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

Comput. Methods Programs Biomed., 2017

2016

A fully automatic method for biological target volume segmentation of brain metastases.

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

Int. J. Imaging Syst. Technol., 2016

2015

An Automatic Method for Metabolic Evaluation of Gamma Knife Treatments.

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

Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015

2013

A Graph-Based Method for PET Image Segmentation in Radiotherapy Planning: A Pilot Study.

Alessandro Stefano, Salvatore Vitabile, Giorgio Russo, Massimo Ippolito, Daniele Sardina, Maria G. Sabini, Francesca Gallivanone, Isabella Castiglioni, Maria Carla Gilardi

Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013