Albert Comelli

47 papers C 1Misc 1Journal 18Unranked 25

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	A Generalized Gray Level Co-occurrence Matrix for Rotation-Invariant Texture Detection in Radiomics. ICIAP (Workshops 1) Haoyue Chen, Rosario Corso, Albert Comelli, Anthony J. Yezzi
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	J	`jnl`	Applications of Artificial Intelligence, Deep Learning, and Machine Learning to Support the Analysis of Microscopic Images of Cells and Tissues. J. Imaging Muhammad Ali, Viviana Benfante, Ghazal Basirinia, Pierpaolo Alongi, Alessandro Sperandeo, Alberto Quattrocchi, Antonino Giulio Giannone, Daniela Cabibi, Anthony J. Yezzi, Domenico Di Raimondo, Antonino Tuttolomondo, Albert Comelli
2025	—	`conf`	Artificial Intelligence-Assisted Image Segmentation in Scratch Wound Healing Assays Using Threshold and Level Set Methods. ICIAP (Workshops 1) Viviana Benfante, Muhammad Ali, Farhan Khan, Sebastiano Piana, Alessandro Sperandeo, Anthony J. Yezzi, Albert Comelli
2025	—	`conf`	Automated Prostate Gland Detection in MRI Using YOLOv8: A Deep Learning Approach for Early Diagnosis. ICIAP (Workshops 1) Akhtar Rasool, Muhammad Ali, Leonardo Salvaggio, Viviana Benfante, Albert Comelli
2025	—	`conf`	Paravertebral Space Muscles Segmentation in Patients with Oral Squamous Cell Carcinoma: A Preliminary Step for Radiomics Studies. ICIAP (Workshops 1) Paolo Buscemi, Gaspare Centineo, Muhammad Ali, Viviana Benfante, Antonio Lo Casto, Albert Comelli
2025	—	`conf`	Preliminary Study Exploring the Potential of ML Models Applied to Radiomic Features Extracted from PSMA-PET: Prediction of the PRIMARY and E-PSMA Scores in the Evaluation of Primary PCa Lesions. ICIAP (Workshops 1) Viviana Benfante, Pierpaolo Purpura, Costanza Longo, Albert Comelli, Pierpaolo Alongi
2025	—	`conf`	Prostate MRI Segmentation: A Comparative Analysis of U-Net and E-Net Deep Learning Models. ICIAP (Workshops 1) Gaspare Centineo, Leonardo Salvaggio, Syed Ibrar Hussain, Muhammad Ali, Kristen M. Meiburger, Filippo Molinari, Albert Comelli
2025	—	`conf`	Radiomic Analysis of MR and PET Images of Mice to Identify Possible Microstructural Changes Associated with Early Molecular Changes During Nigral Neuron Deafferentation. ICIAP (Workshops 1) Viviana Benfante, Sara Belloli, Gaia Faustini, Arianna Bellucci, Rosa Maria Moresco, Albert Comelli
2025	—	`conf`	Radiomic Analysis of Mouse Magnetic Resonance Images and Correlation of Features Extracted to Vascular Defects in Sickle Cell Disease: Preclinical Applications. ICIAP (Workshops 1) Viviana Benfante, Liana Hatoum, Hannah Song Lee, Edward A. Botchwey, Manu O. Platt, Albert Comelli
2025	—	`conf`	Unsupervised MR to CT Synthesis: A Comparative Analysis of Explicit Structural Constrained Adversarial Learning and Adversarial Diffusion Models. ICIAP (Workshops 1) Luca Cruciata, Muhammad Ali, Salvatore Contino, Viviana Benfante, Roberto Pirrone, Albert Comelli
2025	—	`conf`	Variational Radiomics for Active Surfaces. ICIAP (Workshops 1) Rosario Corso, Haoyue Chen, Albert Comelli, Anthony J. Yezzi
2024	J	`jnl`	New Parametric 2D Curves for Modeling Prostate Shape in Magnetic Resonance Images. Symmetry Rosario Corso, Albert Comelli, Giuseppe Salvaggio, Domenico Tegolo
2023	—	`conf`	Grading and Staging of Bladder Tumors Using Radiomics Analysis in Magnetic Resonance Imaging. ICIAP Workshops (2) Viviana Benfante, Giuseppe Salvaggio, Muhammad Ali, Giuseppe Cutaia, Leonardo Salvaggio, Sergio Salerno, Gabriele Busè, Gabriele Tulone, Nicola Pavan, Domenico Di Raimondo, Antonino Tuttolomondo, Alchiede Simonato, Albert Comelli
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
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`	A Predictive System to Classify Preoperative Grading of Rectal Cancer Using Radiomics Features. ICIAP Workshops (1) Ilaria Canfora, Giuseppe Cutaia, Marco Marcianò, Mauro Calamia, Roberta Faraone, Roberto Cannella, Viviana Benfante, Albert Comelli, Giovanni Guercio, Giuseppe Lo Re, Giuseppe Salvaggio
2022	—	`conf`	Assessing High-Order Interdependencies Through Static O-Information Measures Computed on Resting State fMRI Intrinsic Component Networks. ICIAP Workshops (1) Simone Valenti, Laura Sparacino, Riccardo Pernice, Daniele Marinazzo, Hannes Almgren, Albert Comelli, Luca Faes
2022	—	`conf`	Automatic Liver Segmentation in Pre-TIPS Cirrhotic Patients: A Preliminary Step for Radiomics Studies. ICIAP Workshops (1) Anna Maria Pavone, Viviana Benfante, Alessandro Stefano, Giuseppe Mamone, Mariapina Milazzo, Ambra Di Pizza, Rosalba Parenti, Luigi Maruzzelli, Roberto Miraglia, Albert Comelli
2022	—	`conf`	Combining Convolutional Neural Networks and Anatomical Shape-Based Priors for Cardiac Segmentation. ICIAP Workshops (1) Samuel Bignardi, Anthony J. Yezzi, Navdeep Dahiya, Albert Comelli, Alessandro Stefano, Marina Piccinelli, Ernest Garcia
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	—	`conf`	Place Cell's Computational Model. ICIAP Workshops (1) Camille Mazzara, Albert Comelli, Michele Migliore
2022	—	`conf`	Radiomics Analyses of Schwannomas in the Head and Neck: A Preliminary Analysis. ICIAP Workshops (1) Giuseppe Cutaia, Rosalia Gargano, Roberto Cannella, Nicoletta Feo, Antonio Greco, Giuseppe Merennino, Nicola Nicastro, Albert Comelli, Viviana Benfante, Giuseppe Salvaggio, Antonio Lo Casto
2022	—	`conf`	Robustness of Radiomics Features to Varying Segmentation Algorithms in Magnetic Resonance Images. ICIAP Workshops (1) Luca Cairone, Viviana Benfante, Samuel Bignardi, Franco Marinozzi, Anthony J. Yezzi, Antonino Tuttolomondo, Giuseppe Salvaggio, Fabiano Bini, Albert Comelli
2022	—	`conf`	Unsupervised Brain Segmentation System Using K-Means and Neural Network. ICIAP Workshops (1) Riccardo Laudicella, Luca Agnello, Albert Comelli
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
2021	J	`jnl`	A Radioactive-Free Method for the Thorough Analysis of the Kinetics of Cell Cytotoxicity. J. Imaging Claudia Coronnello, Rosalia Busà, Luca Cicero, Albert Comelli, Ester Badami
2021	J	`jnl`	Customized Efficient Neural Network for COVID-19 Infected Region Identification in CT Images. J. Imaging Alessandro Stefano, Albert Comelli
2021	J	`jnl`	Radiomics and Prostate MRI: Current Role and Future Applications. J. Imaging 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
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	—	`conf`	Active Surface for Fully 3D Automatic Segmentation. ICPR Workshops (1) Albert Comelli, Alessandro Stefano
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`	Fully 3D Active Surface with Machine Learning for PET Image Segmentation. J. Imaging Albert Comelli
2020	—	`—`	IMAGE PROCESSING, SEGMENTATION AND MACHINE LEARNING MODELS TO CLASSIFY AND DELINEATE TUMOR VOLUMES TO SUPPORT MEDICAL DECISION. Albert Comelli
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	—	`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	—	`conf`	A Fully Automated Segmentation System of Positron Emission Tomography Studies. MIUA Albert Comelli, Alessandro Stefano
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	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	J	`jnl`	OpenHVSR - Processing toolkit: Enhanced HVSR processing of distributed microtremor measurements and spatial variation of their informative content. Comput. Geosci. Samuel Bignardi, Anthony J. Yezzi, Simone Fiussello, Albert Comelli
2017	Misc	`conf`	A Kernel Support Vector Machine Based Technique for Crohn's Disease Classification in Human Patients. CISIS Albert Comelli, Maria Chiara Terranova, Laura Scopelliti, Sergio Salerno, Federico Midiri, Giuseppe Lo Re, Giovanni Petrucci, Salvatore Vitabile
2017	—	`conf`	Automatic Multi-seed Detection for MR Breast Image Segmentation. ICIAP (1) Albert Comelli, Alessandro Bruno, Maria Laura Di Vittorio, Federica Ienzi, Roberto Lagalla, Salvatore Vitabile, Edoardo Ardizzone
2016	—	`ch.`	Feature Dimensionality Reduction for Mammographic Report Classification. Resource Management for Big Data Platforms Luca Agnello, Albert Comelli, Salvatore Vitabile
2016	J	`jnl`	Unsupervised tissue classification of brain MR images for voxel-based morphometry analysis. Int. J. Imaging Syst. Technol. Luca Agnello, Albert Comelli, Edoardo Ardizzone, Salvatore Vitabile
2015	C	`conf`	An ontology-based retrieval system for mammographic reports. ISCC Albert Comelli, Luca Agnello, Salvatore Vitabile