Alessandro Stefano

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 27

Top Topics

Liver Segmentation

Automatic Segmentation

Fully Automatic

Top Venues

ICIAP Workshops (1)

Comput. Biol. Medicine

Publications

Alessandro Stefano
Challenges and limitations in applying radiomics to PET imaging: Possible opportunities and avenues for research. Comput. Biol. Medicine 179 (2024)
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) (2024)
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) (2023)
Alessandro Stefano, Cristina Mantarro, Selene Richiusa, Giovanni Pasini, Maria Gabriella Sabini, Sebastiano Cosentino, Massimo Ippolito
F]-PSMA PET/CT: A Preliminary Radiomics Study. ICIAP Workshops (2) (2023)
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
CT Rendering and Radiomic Analysis in Post-Chemotherapy Retroperitoneal Lymph Node Dissection for Testicular Cancer to Anticipate Difficulties for Young Surgeons. J. Imaging 9 (3) (2023)
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) (2022)
Anna Maria Pavone, Viviana Benfante, Alessandro Stefano, Giuseppe Mamone, Mariapina Milazzo, Ambra Di Pizza, Rosalba Parenti, Luigi Maruzzelli, Roberto Miraglia, Albert Comelli
Automatic Liver Segmentation in Pre-TIPS Cirrhotic Patients: A Preliminary Step for Radiomics Studies. ICIAP Workshops (1) (2022)
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) (2022)
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)
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)
Giovanni Pasini, Fabiano Bini, Giorgio Russo, Franco Marinozzi, Alessandro Stefano
matRadiomics: From Biomedical Image Visualization to Predictive Model Implementation. ICIAP Workshops (1) (2022)
Samuel Bignardi, Anthony J. Yezzi, Navdeep Dahiya, Albert Comelli, Alessandro Stefano, Marina Piccinelli, Ernest Garcia
Combining Convolutional Neural Networks and Anatomical Shape-Based Priors for Cardiac Segmentation. ICIAP Workshops (1) (2022)
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
Radiomics and Prostate MRI: Current Role and Future Applications. J. Imaging 7 (2) (2021)
Alessandro Stefano, Albert Comelli
Customized Efficient Neural Network for COVID-19 Infected Region Identification in CT Images. J. Imaging 7 (8) (2021)
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) (2020)
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 (2020)
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. (8) (2020)
Albert Comelli, Alessandro Stefano
Active Surface for Fully 3D Automatic Segmentation. ICPR Workshops (1) (2020)
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)
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)
Albert Comelli, Alessandro Stefano
A Fully Automated Segmentation System of Positron Emission Tomography Studies. MIUA (2019)
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 (2019)
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 (2019)
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 (2018)
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 (2017)
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) (2017)
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) (2016)
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)
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)