Piattaforma di Imaging Biomedico e Radiomica
Description
During 2021, the Biomedical Image Processing, Radiomics and Analysis platform utilized two magnetic resonance systems (3T and 7T), a Spectrum In Vivo imaging system (Bioluminescence), and Positron Emission Tomography – Computed Tomography (PET/CT) made available by the participating institutions. Pre-processing, segmentation, radiomics, and artificial intelligence (machine learning and deep learning) tools were developed from imaging data for predictive diagnosis of diseases and medical diagnostic support, in collaboration with GIT and IBFM-CNR. The platform provides crucial support to foster the translation of scientific results into clinical applications, particularly in the fields of neuroscience and cancer research. The staff, currently expanding, consists of a computer scientist specialized in biomedical image processing and analysis and in clinical and preclinical magnetic resonance acquisition, a physicist, a veterinarian, and a PhD student in nuclear medicine. During 2022, the platform will be enhanced with a WIZARD 2470 gamma counter with 10 PerkinElmer detectors and radioprotection devices (at ISMETT), a Skyscan 1276 CMOS microCT Bruker, and a Magnetic Resonance guided Focused UltraSound Surgery (MRgFUS) system – ExAblate 2100 – InSightec (at IZS), in order to provide additional imaging and radiomics capabilities.
Expertise
- Image processing models (MRI / PET / CT / IVIS and histological), 3D segmentation, deep learning and machine learning to extract, classify, and delineate tumor volumes and radiomic features for predictive diagnosis of diseases (e.g., tumor, COVID-19), recurrence assessment, and medical decision support • Magnetic Resonance Imaging (T1, T2, PD, DWI, ADC and DCE)
- Positron Emission Tomography / Computed Tomography (PET / CT)
- Spectroscopy on phantoms, in vivo and ex vivo samples
- Radiobiology studies in vitro and in vivo on innovative radiopharmaceuticals
- Magnetic Resonance-guided Focused Ultrasound Surgery in vitro and in vivo (MRgFUS)
Facilities & Equipment
Software
- Schrodinger suite for small molecule drug discovery;
- LigandScout expert suite;
- Autodock and Autodock Vina;
- Desmond (OPLS2005 and OPLS3e);
- AMBER;
- NAMD;
- VMD;
- Gromacs;
- RDKit;
- KNIME.
Hardware
- 6 Workstations;
- Server in HPC mode: 200 CPUs and 2 x NVIDIA Tesla K80.
Computational capacity:
- Library optimisation → ~ 6,000 molecules/min
- Virtual Screening HTVS → ~ 5,000 molecules/min
- Virtual Screening SP → ~ 1,500 molecules/min
- Molecular Dynamics → ~ 200 ns/day/GPU (on an average system of 40,000 atoms)
Integrated in silico platform
The group is developing an integrated platform for the study of molecular networks in collaboration with the bioinformatics group.
Contacts:
acomelli@fondazionerimed.com
Collaboration:
- IRCCS ISMETT, Palermo, Italia
- Istituto di Bioimmagini e Fisiologia Molecolare, (IBFM-CNR), Cefalù, Italia
- Georgia Institute of Technology, (GIT), Atlanta, USA
- Unità di Medicina Nucleare, Università di Messina, Italia
- Dipartimento di Promozione della Salute, Assistenza Madre e Infanzia, Medicina Interna e Specialità Mediche, (PROMISE), Università di Palermo, Italia
- Dipartimento di Biomedicina, Neuroscienze e Diagnostica avanzata (BIND), University of Palermo, Palermo, Italia
- Dipartimento di Ingegneria, Università di Palermo, Italia
- Dipartimento di Scienze Agrarie, Alimentari e Forestali
- Università degli Studi di Palermo Unità di Fisica Medica, Ospedale Cannizzaro, Catania, Italia
- Dipartimento di Medicina Nucleare, Ospedale Cannizzaro, Catania, Italia Istituto Zooprofilattico Sicilia (IZS), Palermo, Italia
Hardware
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Publications
Book/Book Chapter
Unsupervised MR to CT Synthesis: A Comparative Analysis of Explicit Structural Constrained Adversarial Learning and Adversarial Diffusion ModelsMuhammad Ali , Luca Cruciata , Salvatore Contino , Viviana Benfante , Roberto Pirrone , Albert Comelli, PhD
https://link.springer.com/chapter/10.1007/978-3-032-11317-7_23Book/Book Chapter
Radiomic Analysis of Mouse Magnetic Resonance Images and Correlation of Features Extracted to Vascular Defects in sickle Cell Disease: Preclinical ApplicationsViviana Benfante , Liana Hatoum , Hannah Song Lee , Edward Botchwey , Manu Platt , Albert Comelli, PhD
Image Analysis and Processing-ICIAP 2025 Workshops: 23rd International Conference, Rome, Italy, September 15–19, 2025, Proceedings, Part I
https://doi.org/10.1007/978-3-032-11317-7_19Book/Book Chapter
Variational Radiomics for Active SurfacesRosario Corso , Haoyue Chen , Albert Comelli, PhD , Anthony Yezzi
Image Analysis and Processing - ICIAP 2025 Workshops
https://link.springer.com/chapter/10.1007/978-3-032-11317-7_18Book/Book Chapter
A Generalized Gray Level Co-occurrence Matrix for Rotation-Invariant Texture Detection in RadiomicsHaoyue Chen , Rosario Corso , Albert Comelli, PhD , Anthony Yezzi
Image Analysis and Processing - ICIAP 2025 Workshops
https://link.springer.com/chapter/10.1007/978-3-032-11317-7_16Book/Book Chapter
Artificial Intelligence-Assisted Image Segmentation in Scratch Wound Healing Assays Using Threshold and Level Set MethodsViviana Benfante , Muhammad Ali , Farhan Kan , Sebastiano Piana , Alessandro Sperandeo , Anthony Yezzi , Albert Comelli, PhD
Image Analysis and Processing - ICIAP 2025 Workshops
https://link.springer.com/chapter/10.1007/978-3-032-11317-7_22Book/Book Chapter
Automated Prostate Gland Detection in MRI Using YOLOv8: A Deep Learning Approach for Early DiagnosisImage Analysis and Processing - ICIAP 2025 Workshops
https://link.springer.com/chapter/10.1007/978-3-032-11317-7_21Book/Book Chapter
Radiomic Analysis of MR and PET Images of Mice to Identify Possible Microstructural Changes Associated with Early Molecular Changes During Nigral Neuron DeafferentationViviana Benfante , Sara Belloli , Gaia Faustini , Arianna Bellucci , Rosa Maria Moresco , Albert Comelli, PhD
Image Analysis and Processing - ICIAP 2025 Workshops
https://link.springer.com/chapter/10.1007/978-3-032-11317-7_20Book/Book Chapter
Prostate MRI Segmentation: A Comparative Analysis of U-Net and E-Net Deep Learning ModelsGaspare Centineo , Leonardo Salvaggio , Muhammad Ali , Syed Ibrar Hussain , Kristen Meiburger , Filippo Molinari , Albert Comelli, PhD
Image Analysis and Processing - ICIAP 2025 Workshops
https://link.springer.com/chapter/10.1007/978-3-032-11317-7_26Journal Paper
Radiolabeled Vitamins and Nanosystems as Potential Agents in Oncology Theranostics: Developed Approaches and Future PerspectivesGhazal Basirinia , Albert Comelli, PhD , Pierpaolo Alongi , Muhammad Ali , Giuseppe Salvaggio , Costanza Longo , Domenico Di Raimondo , Antonino Tuttolomondo , Viviana Benfante
https://doi.org/10.3390/jpm16010036Journal Paper
Radiomic Features Extracted from Magnetic Resonance Imaging to Identify Arteriopathy in a Humanized Mouse Model of Sickle Cell Anemia and Sickle Cell TraitViviana Benfante , Hannah Song Lee , Edward Botchwey , Albert Comelli, PhD , Manu Platt
https://link.springer.com/article/10.1007/s10439-026-04034-8Journal Paper
Rotation-Robust Radiomics: Differentiable GLCMHaoyue Chen , Anthony Yezzi , Rosario Corso , Albert Comelli, PhD
https://ieeexplore.ieee.org/document/11553596Journal Paper
Artificial intelligence and radiomics in bladder cancer MRI: a scoping review of applications, performance, and barriers to clinical translationGiuseppe Salvaggio , Albert Comelli, PhD , Domenico Albano , Massimo Galia , Neeraj Lalwani
https://link.springer.com/article/10.1007/s00261-026-05457-6?utm_source=researchgate.net&utm_medium=articleJournal Paper
Predictive role of Bladder wall dosimetry in conventional prostate Radiotherapy: Integrating AI and statistical ModellingAntonio Piras , Davide Cusumano , Tommaso Angileri , Antonino Daidone , Antonino Palazzolo , Giorgia De Gregorio , Valeria Venuti , Federico Chillari , Viviana Benfante , Antonino Tuttolomondo , Albert Comelli, PhD
https://www.physicamedica.com/article/S1120-1797(26)00063-3/abstractPeer review
Oncological efficacy, functional outcomes and safety of MR-guided ultrasound ablation (MRgFUS/TULSA) for localized prostate cancer: a scoping reviewGiuseppe Salvaggio , Federico Midiri , Cesare Gagliardo , Sergio Salerno , Giuseppe Lupo , Viviana Benfante , Albert Comelli, PhD , G. Lo Re , Massimo Galia , Massimo Midiri
https://link.springer.com/article/10.1007/s11547-026-02214-zPeer review
Applications of Artificial Intelligence in Prostate Cancer Radiotherapy: A Narrative ReviewAntonio Piras , Albert Comelli, PhD , Andrea D'Aviero , Nino Dispensa , Nicola Pavan , Fabrizio Di Maida , Davide Cusumano , Calogero Casà , Antonio Daidone , Viviana Benfante , Domenico Genovesi , Tommaso Ingrassia , Domenico Di Raimondo , Antonino Tuttolomondo , Luca Boldrini
https://www.mdpi.com/2673-592X/6/2/15Journal Paper
Electron-Beam Irradiation-Sculptured Nanogels as Drug Delivery Systems for Prostate Cancer TreatmentFrancesca Foto , Federica Seidita , Nouria Bouchikhi , Viviana Benfante , Pierpaolo Alongi , Albert Comelli, PhD , Clelia Dispenza
Chemical Engineering Transactions
https://www.cetjournal.it/cet/26/124/038.pdfJournal Paper
Radiomics Assessment of Iliac Bone Marrow on Prostate MRI Discriminates Monoclonal Gammopathy of Undetermined Significance with and Without Concomitant Prostate Cancer: A Proof-of-Concept StudyGiuseppe Salvaggio , Giuseppe Cutaia , Emanuele Gattuso , Elisabetta Raitano , Rossano Girometti , Silvia Sanità , Gabriele Tulone , Nicola Pavan , Anna Martorana , Cirino Botta , Albert Comelli, PhD
https://www.mdpi.com/2076-3417/16/13/6814?utm_source=researchgate.net&utm_medium=articleJournal Paper
LAFOV PSMA PET/CT: Preliminary Report on Protocol Optimization and Future Perspectives in Prostate Cancer ImagingPierpaolo Alongi , Albert Comelli, PhD , Simone Morea , Viviana Benfante , Roberto Cannella , Daniele Di Biagio
https://link.springer.com/article/10.1007/s13139-026-01053-0Journal Paper
Large Language Models in Uroradiology: Applications, Deployment Maturity, and the Reproducibility ParadoxGiuseppe Salvaggio , Albert Comelli, PhD , Cesare Gagliardo , Neeraj Lalwani
https://www.ejrai.com/article/S3050-5771(26)00053-8/fulltextJournal Paper
Predictive simulation of coil mechanics uncovers shape-driven determinants of endovascular coiling efficacy in intracranial aneurysmsDario Tarantino , Alessandra Corvo , Chiara Livolsi , Lorenzo Nioi , Nicola Cuscino , Albert Comelli, PhD , Salvatore Pasta , Beatrice Bisighini
https://pubs.aip.org/aip/apb/article/10/3/036105/3400258/Predictive-simulation-of-coil-mechanics-uncovers?utm_source=researchgate.net&utm_medium=articlePeer review
The Translational Gap in AI for Oropharyngeal Squamous Cell Carcinoma: A TRIPOD+AI Scoping Review of Methodological Barriers to Treatment DeintensificationGiuseppe Salvaggio , Rosalia Gargano , Giuseppe Cutaia , Francesco Bencivinni , Ludovico La Grutta , Federico Sireci , Albert Comelli, PhD , Neeraj Lalwani
https://www.academicradiology.org/article/S1076-6332(26)00693-8/abstractJournal Paper
Gold Nanostars as Multifunctional Platforms in Cancer Imaging and Therapy: Toward Radiotheranostic ApplicationsGhazal Basirinia , Muhammad Ali , Albert Comelli, PhD , Ayesha Arif , Pierpaolo Alongi , Domenico Di Raimondo , Antonino Tuttolomondo , Viviana Benfante
https://www.mdpi.com/1424-8247/19/9/1476Journal Paper
Engineered collagen-coated scaffolds for tendon regeneration: a multifunctional drug delivery approachChiara Di Marco , Francesca Romano , Francesco Lopresti , Simona Campora , Albert Comelli, PhD , Roberto Di Gesù , Vincenzo La Carrubba
International Journal of Biological Macromolecules
https://www.biorxiv.org/content/10.1101/2025.05.25.655996v1Journal Paper
Dai nanogel morbidi ai nanostar plasmonici: vie di sintesi "green" per nanoparticelle teranosticheFrancesca Foto , Emanuela Muscolino , S. D'Angelo , F. Seidita , G. Basirinia , Viviana Benfante , Pierpaolo Alongi , Albert Comelli, PhD , Clelia Dispenza
https://www.pagepressjournals.org/jbr/article/view/16346Journal Paper
Brain Fluidity as a Functional Marker of Tau-Related Neurodegeneration in Alzheimer's DiseaseCamille Mazzara , Giuditta Gambino , Gian Marco Duma , Matteo Neri , Giuseppe Giglia , Tommaso Piccoli , Fabrizio Guajana , Albert Comelli, PhD , Antonino Tuttolomondo , Michele Migliore , Pierpaolo Sorrentino
medRxiv
https://www.medrxiv.org/content/10.1101/2025.07.04.25330744v1Peer review
Features for Active Contour and Surface Segmentation: A ReviewRosario Corso , Farhan kan , Anthony Yezzi , Albert Comelli, PhD
https://link.springer.com/article/10.1007/s11831-025-10300-0Peer review
An Update on DOTA-Peptides PET Imaging and Potential Advancements of Radioligand Therapy in Intracranial MeningiomasViviana Benfante , Ignazio Gaspare Vetrano , Muhammad Ali , Pierpaolo Purpura , Cesare Gagliardo , Paola Feraco , Costanza Longo , Tommaso Vincenzo Bartolotta , Patrizia Toia , Oriana Calisto , Albert Comelli, PhD , Massimo Midiri , Pierpaolo Alongi
Life
https://www.mdpi.com/2075-1729/15/4/617?utm_source=researchgate.net&utm_medium=articleJournal Paper
Revolutionizing Periodontal Care: The Role of Artificial Intelligence in Diagnosis, Treatment, and PrognosisGiacomo Spartivento , Viviana Benfante , Muhammad Ali , Anthony Yezzi , Domenico Di Raimondo , Antonino Tuttolomondo , Antonio Lo Casto , Albert Comelli, PhD
https://www.mdpi.com/2076-3417/15/6/3295?utm_source=researchgate.net&utm_medium=articlePeer review
Applications of Artificial Intelligence, Deep Learning, and Machine Learning to Support the Analysis of Microscopic Images of Cells and TissuesMuhammad Ali , Viviana Benfante , Ghazal Basirinia , Pierpaolo Alongi , Alessandro Sperandeo , Alberto Quattrocchi , Antonino Giulio Giannone , Daniela Cabibi , Anthony Yezzi , Domenico Di Raimondo , Antonino Tuttolomondo , Albert Comelli, PhD
https://www.mdpi.com/2313-433X/11/2/59?utm_source=researchgate.net&utm_medium=articlePeer review
Prevention and management of degenerative lumbar spine disorders through artificial intelligence-based decision support systems: a systematic reviewPaolo Giaccone , Federico D'Antoni , Fabrizio Russo , Luca Ambrosio , Giuseppe Francesco Papalia , Onorato D'angelis , Gianluca Vadalà , Albert Comelli, PhD , Luca Vollero , Mario Merone , Rocco Papalia , Vincenzo Denaro
https://link.springer.com/article/10.1186/s12891-025-08356-x?utm_source=researchgate.net&utm_medium=articlePeer review
Artificial Intelligence and Statistical Models for the Prediction of Radiotherapy Toxicity in Prostate Cancer: A Systematic ReviewAntonio Piras , Rosario Corso , Viviana Benfante , Muhammad Ali , Riccardo Laudicella , Pierpaolo Alongi , Andrea D'aviero , Davide Cusumano , Luca Boldrini , Giuseppe Salvaggio , Domenico Di Raimondo , Antonino Tuttolomondo , Albert Comelli, PhD
Applied Sciences
https://www.mdpi.com/2076-3417/14/23/10947?utm_source=researchgate.net&utm_medium=articleJournal Paper
A Robust [18F]-PSMA-1007 Radiomics Ensemble Model for Prostate Cancer Risk StratificationGiovanni Pasini , Alessandro Stefano , Cristina Mantarro , Selene Richiusa , Albert Comelli, PhD , Giorgio Ivan Russo , Maria Gabriella Sabini , Sebastiano Cosentino , Massimo Ippolito , Giorgio Russo
https://link.springer.com/article/10.1007/s10278-024-01281-wPeer review
Theranostic Approaches for Gastric Cancer: An Overview of In Vitro and In Vivo InvestigationsGhazal Basirinia , Muhammad Ali , Albert Comelli, PhD , Alessandro Sperandeo , Sebastiano Piana , Pierpaolo Alongi , Costanza Longo , Domenico Di Raimondo , Antonino Tuttolomondo , Viviana Benfante
Cancers
https://www.mdpi.com/2072-6694/16/19/3323?utm_source=researchgate.net&utm_medium=articleJournal Paper
Correction: PSMA‑positive prostatic volume prediction with deep learning based on T2‑weighted MRIRiccardo Laudicella , Albert Comelli, PhD , Moritz Schwyzer , Alessandro Stefano , Ender Konukoglu , Michael Messerli , Sergio Baldari , Daniel Eberli , Irene Burger
La Radiologia Medica
https://link.springer.com/article/10.1007/s11547-024-01829-4Journal Paper
New Parametric 2D Curves for Modeling Prostate Shape in Magnetic Resonance ImagesRosario Corso , Albert Comelli, PhD , Giuseppe Salvaggio , Domenico Tegolo
Symmetry
https://www.mdpi.com/2073-8994/16/6/755?utm_source=researchgate.net&utm_medium=articlePeer review
A Review of Advances in Molecular Imaging of Rheumatoid Arthritis: From In Vitro to Clinic Applications Using Radiolabeled Targeting Vectors with Technetium-99mMuhammad Ali , Viviana Benfante , Domenico Di Raimondo , Riccardo Laudicella , Antonino Tuttolomondo , Albert Comelli, PhD
Life
https://www.mdpi.com/2075-1729/14/6/751?utm_source=researchgate.net&utm_medium=articleJournal Paper
Integrating deep learning network and liquid biopsy for the evaluation and prediction of response in patients with advanced non-small cell lung cancer: Initial results from the RATIONALE prospective study.Valerio Cristina , Giuseppe Cutaia , Giuseppe Salvaggio , Grassedonio Emanuele , Albert Comelli, PhD , Tancredi Didier Bazan Russo , Ugo Randazzo , Giuliana Ianni , Marco Bono , Federica Iacono , Pietro Zanatta , Alessandro Casamento , Sofia Cutaia , Anna Paola Carreca , Lorena Incorvaia , Giuseppe Badalamenti , Antonio Galvano , Viviana Bazan , Ignazio Ugo Carreca , Antonio Russo
Journal of Clinical Oncology
https://ascopubs.org/doi/10.1200/JCO.2024.42.16_suppl.e20036Peer review
Stereotactic Radiotherapy for Penile Metastasis: Case Report and Systematic Literature ReviewAntonio Piras , Andrea D'aviero , Antonella Sanfratello , Luca Boldrini , Gianfranco Pernice , Massimiliano Spada , Gianluca Gaudio , Mirko Pinelli , Giuseppe Salamone , Vittorio Gebbia , Nino Dispensa , Gabriele Tulone , Riccardo Laudicella , Albert Comelli, PhD , Domenico Di Raimondo , Antonino Tuttolomondo , Tommaso Angileri , Antonino Daidone
https://karger.com/ort/article/47/11/565/907673/Stereotactic-Radiotherapy-for-Penile-MetastasisJournal Paper
High-Risk HPV CISH Detection in Cervical Biopsies with Weak and/or Focal p16 Immunohistochemical PositivityDaniela Cabibi , Antonino Giulio Giannone , Alberto Quattrocchi , Roberta Lo Coco , Eleonora Formisano , Rossana Porcasi , Viviana Benfante , Albert Comelli, PhD , Giuseppina Capra
https://www.mdpi.com/1422-0067/25/10/5354?utm_source=researchgate.net&utm_medium=articleJournal Paper
PSMA-positive prostatic volume prediction with deep learning based on T2-weighted MRIRiccardo Laudicella , Albert Comelli, PhD , Moritz Schwyzer , Alessandro Stefano , Ender Konukoglu , Michael Messerli , Sergio Baldari , Daniel Eberli , Irene Burger
La Radiologia Medica
https://www.researchgate.net/publication/380322828_PSMA-positive_prostatic_volume_prediction_with_deep_learning_based_on_T2-weighted_MRIJournal Paper
Shearlet Transform Applied to a Prostate Cancer Radiomics Analysis on MR ImagesRosario Corso , Alessandro Stefano , Giuseppe Salvaggio , Albert Comelli, PhD
Mathematics
https://www.mdpi.com/2227-7390/12/9/1296?utm_source=researchgate.net&utm_medium=articleJournal Paper
Quantitative Evaluation by Digital Pathology of Immunohistochemical Expression of CK7, CK19, and EpCAM in Advanced Stages of NASHDaniela Cabibi , Antonino Giulio Giannone , Alberto Quattrocchi , Vincenza Calvaruso , Rossana Porcasi , Domenico Di Grusa , Anna Maria Pavone , Albert Comelli, PhD , Salvatore Petta
Biomedicines
https://www.mdpi.com/2227-9059/12/2/440?utm_source=researchgate.net&utm_medium=articleBook/Book Chapter
Grading and Staging of Bladder Tumors Using Radiomics Analysis in Magnetic Resonance ImagingViviana 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, PhD
Image Analysis and Processing - ICIAP 2023 Workshops
https://link.springer.com/chapter/10.1007/978-3-031-51026-7_9Peer review
Recent Developments in Nanoparticle Formulations for Resveratrol Encapsulation as an Anticancer AgentMuhammad Ali , Viviana Benfante , Domenico Di Raimondo , Giuseppe Salvaggio , Antonino Tuttolomondo , Albert Comelli, PhD
Pharmaceuticals
https://www.mdpi.com/1424-8247/17/1/126?utm_source=researchgate.net&utm_medium=articleJournal Paper
Digital Pathology: A Comprehensive Review of Open-Source Histological Segmentation SoftwareAnna Maria Pavone , Antonino Giulio Giannone , Daniela Cabibi , Simona D'Aprile , Simona Denaro , Giuseppe Salvaggio , Rosalba Parenti , Anthony Yezzi , Albert Comelli, PhD
https://www.mdpi.com/2673-7426/4/1/12?utm_source=researchgate.net&utm_medium=articleJournal Paper
Editorial: Radiomics and radiogenomics in genitourinary oncology: artificial intelligence and deep learning applicationsAlessandro Stefano , Elena Bertelli , Albert Comelli, PhD , Marco Gatti , Arnaldo Stanzione
https://www.frontiersin.org/journals/radiology/articles/10.3389/fradi.2023.1325594/fullJournal Paper
A Critical Analysis of the Robustness of Radiomics to Variations in Segmentation Methods in F-PSMA-1007 PET Images of Patients Affected by Prostate CancerGiovanni Pasini , Giorgio Russo , Cristina Mantarro , Fabiano Bini , Selene Richiusa , Lucrezia Morgante , Albert Comelli, PhD , Giorgio Ivan Russo , Maria Gabriella Sabini , Sebastiano Cosentino , Franco Marinozzi , Massimo Ippolito , Alessandro Stefano
Diagnostics
https://www.mdpi.com/2075-4418/13/24/3640?utm_source=researchgate.net&utm_medium=articleJournal Paper
PET AND MRI FOR EARLY ASSESSMENT OF NEURONAL DEGENERATION IN A TRANSGENIC MOUSE MODEL OF PARKINSON’S DISEASES. Magnino , Margherita Tassan Mazzocco , E. Parrella , Albert Comelli, PhD , Alessandro Stefano , Angela Coliva , Marco Maspero , Antonella del Vecchio , Arianna Bellucci , M. Pizzi , R.M. Moresco , Sara Belloli
Physica Medica
https://www.physicamedica.com/article/S1120-1797(23)00773-1/abstractJournal Paper
MATRADIOMICS AS A COMPREHENSIVE RADIOMICS TOOL TO PREDICT HIGH PATHOLOGICAL GRADE IN PROSTATE CANCER PATIENTS UNDERGOING 18F-PSMA PET/CTS. Richiusa , Giorgio Russo , Alessandro Stefano , Giovanni Pisani , Albert Comelli, PhD , F. Bini , F. Marinozzi , Sebastiano Cosentino , M.G. Sabini , M. Ippolito
Physica Medica
https://www.physicamedica.com/article/S1120-1797(23)00978-X/abstractJournal Paper
Radiomics Analyses to Predict Histopathology in Patients with Metastatic Testicular Germ Cell Tumors before Post-Chemotherapy Retroperitoneal Lymph Node DissectionAnna Scavuzzo , Giovanni Pasini , Elisabetta Crescio , Miguel Angel Jimenez-Rios , Pavel Figueroa-Rodriguez , Albert Comelli, PhD , Giorgio Russo , Ivan Calvo , Sebastian Muruato Araiza , David Gomez Ortiz , Delia Perez Montiel , Alejandro López-Saavedra , Alessandro Stefano
Journal Of Imaging
https://www.mdpi.com/2313-433X/9/10/213?utm_source=researchgate.net&utm_medium=articleJournal Paper
Artificial Intelligence for Classifying the Relationship between Impacted Third Molar and Mandibular Canal on Panoramic RadiographsAntonio Lo Casto , Giacomo Spartivento , Viviana Benfante , Riccardo di Raimondo , Muhammad Ali , Domenico Di Raimondo , Antonino Tuttolomondo , Alessandro Stefano , Anthony Yezzi , Albert Comelli, PhD
Life
https://www.mdpi.com/2075-1729/13/7/1441?utm_source=researchgate.net&utm_medium=articlePeer review
An Overview of In Vitro Assays of Cu-, Ga-, I-, and Tc-Labelled Radiopharmaceuticals Using Radiometric Counters in the Era of RadiotheranosticsViviana Benfante , Alessandro Stefano , Muhammad Ali , Riccardo Laudicella , Walter Arancio , Antonino Cucchiara , Fabio Caruso , Francesco Paolo Cammarata , Claudia Coronnello, PhD , Giorgio Russo , Monica Miele, PhD , Alessandra Vieni , Antonino Tuttolomondo , Anthony Yezzi , Albert Comelli, PhD
Diagnostics
https://www.mdpi.com/2075-4418/13/7/1210?utm_source=researchgate.net&utm_medium=articlePeer review
Anti-Arthritic and Anti-Cancer Activities of Polyphenols: A Review of the Most Recent In Vitro AssaysMuhammad Ali , Viviana Benfante , Alessandro Stefano , Anthony Yezzi , Domenico Di Raimondo , Antonino Tuttolomondo , Albert Comelli, PhD
Life
https://www.mdpi.com/2075-1729/13/2/361?utm_source=researchgate.net&utm_medium=articleJournal Paper
matRadiomics: A Novel and Complete Radiomics Framework, from Image Visualization to Predictive ModelGovanni Pasini , Fabiano Bini , Giorgio Russo , Albert Comelli, PhD , Franco Marinozzi , Alessandro Stefano
Journal of Imaging
https://www.mdpi.com/2313-433X/8/8/221?utm_source=researchgate.net&utm_medium=articleBook/Book Chapter
PET Images Atlas-Based Segmentation Performed in Native and in Template Space: A Radiomics Repeatability Study in Mouse ModelsPaolo Giaccone , Viviana Benfante , Alessandro Stefano , Francesco Paolo Cammarata , Giorgio Russo , Albert Comelli, PhD
Image Analysis and Processing. ICIAP 2022 Workshops
https://link.springer.com/chapter/10.1007/978-3-031-13321-3_31Book/Book Chapter
A Predictive System to Classify Preoperative Grading of Rectal Cancer Using Radiomics FeaturesIlaria Canfora , Giuseppe Cutaia , Marco Marcianò , Mauro Calamia , Roberta Faraone , Roberto Cannella , Viviana Benfante , Albert Comelli, PhD , Giovanni Guercio , G, Lo Re , Giuseppe Salvaggio
Image Analysis and Processing. ICIAP 2022 Workshops
https://link.springer.com/chapter/10.1007/978-3-031-13321-3_38Book/Book Chapter
Robustness of Radiomics Features to Varying Segmentation Algorithms in Magnetic Resonance ImagesLuca Cairone , Viviana Benfante , Samuel Bignardi , Franco Marinozzi , Anthony Yezzi , Antonino Tuttolomondo , Giuseppe Salvaggio , Fabiano Bini , Albert Comelli, PhD
Image Analysis and Processing. ICIAP 2022 Workshops
https://link.springer.com/chapter/10.1007/978-3-031-13321-3_41Book/Book Chapter
Automatic Liver Segmentation in Pre-TIPS Cirrhotic Patients: A Preliminary Step for Radiomics StudiesAnna Maria Pavone , Viviana Benfante , Alessandro Stefano , Giuseppe Mamone , Mariapina Milazzo , Ambra Di Piazza , Rosalba Parenti , Luigi Maruzzelli , Roberto Miraglia , Albert Comelli, PhD
Image Analysis and Processing. ICIAP 2022 Workshops
https://link.springer.com/chapter/10.1007/978-3-031-13321-3_36Book/Book Chapter
https://link.springer.com/chapter/10.1007/978-3-031-13321-3_35Camille Mazzara , Albert Comelli, PhD , Michele Migliore
Image Analysis and Processing. ICIAP 2022 Workshops
https://link.springer.com/chapter/10.1007/978-3-031-13321-3_35Book/Book Chapter
Assessing High-Order Interdependencies Through Static O-Information Measures Computed on Resting State fMRI Intrinsic Component NetworksSimone Valenti , Laura Sparacino , Riccardo Pernice , Daniele Marinazzo , Hannes Almgren , Albert Comelli, PhD , Luca Faes
Image Analysis and Processing. ICIAP 2022 Workshops
https://link.springer.com/chapter/10.1007/978-3-031-13321-3_34Book/Book Chapter
Combining Convolutional Neural Networks and Anatomical Shape-Based Priors for Cardiac SegmentationSamuel Bignardi , Anthony Yezzi , Navdeep Dahiya , Albert Comelli, PhD , Alessandro Stefano , Marina Piccinelli , Ernest Garcia
Image Analysis and Processing. ICIAP 2022 Workshops
https://link.springer.com/chapter/10.1007/978-3-031-13321-3_37Book/Book Chapter
Radiomics Analyses of Schwannomas in the Head and Neck: A Preliminary AnalysisGiuseppe Cutaia , Rosalia Gargano , Roberto Cannella , Nicoletta Feo , Antonio Greco , Giuseppe Marennino , Nicola Nicastro , Albert Comelli, PhD , Viviana Benfante , Giuseppe Salvaggio , Antonio Lo Casto
Image Analysis and Processing. ICIAP 2022 Workshops
https://link.springer.com/chapter/10.1007/978-3-031-13321-3_28Book/Book Chapter
Unsupervised Brain Segmentation System Using K-Means and Neural NetworkRiccardo Laudicella , Luca Agnello , Albert Comelli, PhD
Image Analysis and Processing. ICIAP 2022 Workshops
https://link.springer.com/chapter/10.1007/978-3-031-13321-3_39Journal Paper
Image Processing and Analysis for Preclinical and Clinical ApplicationsAlessandro Stefano , Federica Vernuccio , Albert Comelli, PhD
Applied Sciences
https://www.mdpi.com/2076-3417/12/15/7513?utm_source=researchgate.net&utm_medium=articleJournal Paper
Radiomics Analysis on Gadoxetate Disodium-Enhanced MRI Predicts Response to Transarterial Embolization in Patients with HCCRoberto Cannella , Carla Cammà , Francesco Matteini , Ciro Celsa , Paolo Giuffrida , Marco Enea , Albert Comelli, PhD , Alessandro Stefano , Calogero Cammà , Massimo Midiri , Roberto Lagalla , Giuseppe Brancatelli , Federica Vernuccio
Diagnostics
https://www.mdpi.com/2075-4418/12/6/1308?utm_source=researchgate.net&utm_medium=articleJournal Paper
Brain magnetic resonance imaging radiomics features associated with hepatic encephalopathy in adult cirrhotic patientsGianvincenzo Sparacia , Giuseppe Parla , Roberto Cannella , Giuseppe Mamone , Ioannis Petridis , Luigi Maruzzelli , Vincenzina Lo Re , Mona Shahriari , Alberto Laia , Albert Comelli, PhD , Roberto Miraglia , Angelo Luca
Neuroradiology
https://link.springer.com/article/10.1007/s00234-022-02949-2?utm_source=researchgate.net&utm_medium=articleJournal Paper
Radiomics Analysis of Brain [F]FDG PET/CT to Predict Alzheimer’s Disease in Patients with Amyloid PET Positivity: A Preliminary Report on the Application of SPM Cortical Segmentation, Pyradiomics and Machine-Learning AnalysisPierpaolo Alongi , Riccardo Laudicella , Francesco Panasiti , Alessandro Stefano , Albert Comelli, PhD , Paolo Giaccone , Annachiara Arnone , Fabio Minutoli , Natale Quartuccio , Chiara Cupidi , Gaspare Arnone , Tommaso Piccoli , Luigi Maria Edoardo Grimaldi , Sergio Baldari
Diagnostics
https://www.mdpi.com/2075-4418/12/4/933?utm_source=researchgate.net&utm_medium=articleJournal Paper
A New Preclinical Decision Support System Based on PET Radiomics: A Preliminary Study on the Evaluation of an Innovative Cu-Labeled Chelator in Mouse ModelsViviana Benfante , Alessandro Stefano , Albert Comelli, PhD , 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
Journal of Imaging
https://www.mdpi.com/2313-433X/8/4/92?utm_source=researchgate.net&utm_medium=articleJournal Paper
Artificial Intelligence Applications on Restaging [F]FDG PET/CT in Metastatic Colorectal Cancer: A Preliminary Report of Morpho-Functional Radiomics Classification for Prediction of Disease OutcomePierpaolo Alongi , Alessandro Stefano , Albert Comelli, PhD , Alessandro Spataro , Giuseppe Formica , Riccardo Laudicella , Helena Lanzafame , Francesco Panasiti , Costanza Longo , Federico Midiri , Viviana Benfante , Ludovico La Grutta , Irene Burger , Tommaso Vincenzo Bartolotta , Sergio Baldari , Roberto Lagalla , Massimo Midiri , Giorgio Russo
Applied Sciences
https://www.mdpi.com/2076-3417/12/6/2941?utm_source=researchgate.net&utm_medium=articleJournal Paper
[Ga]DOTATOC PET/CT Radiomics to Predict the Response in GEP-NETs Undergoing [Lu]DOTATOC PRRT: The “Theragnomics” ConceptRiccardo Laudicella , Albert Comelli, PhD , Virginia Liberini , Antonio Vento , Alessandro Stefano , Alessandro Spataro , Ludovica Crocè , Sara Baldari , Michelangelo Bambaci , Desiree Deandreis , Demetrio Aricò , Massimo Ippolito , Michele Gaeta , Pierpaolo Alongi , Fabio Minutoli , Irene Burger , Sergio Baldari
Cancers
https://www.mdpi.com/2072-6694/14/4/984?utm_source=researchgate.net&utm_medium=articleJournal Paper
Deep Learning Networks for Automatic Retroperitoneal Sarcoma Segmentation in Computerized TomographyGiuseppe Salvaggio , Giuseppe Cutaia , Antonio Greco , Mario Pace , Leonardo Salvaggio , Federica Vernuccio , Roberto Cannella , Laura Algeri , Lorena Incorvaia , Alessandro Stefano , Massimo Galia , Giuseppe Badalamenti , Albert Comelli, PhD
Applied Sciences
https://www.mdpi.com/2076-3417/12/3/1665?utm_source=researchgate.net&utm_medium=articlePeer review
PET-based artificial intelligence applications in cardiac nuclear medicineCristina Elena Popescu , Riccardo Laudicella , Sergio Baldari , Pierpaolo Alongi , Irene Burger , Albert Comelli, PhD , Federico Caobelli
https://smw.ch/index.php/smw/article/view/3147Journal Paper
Feasibility on the Use of Radiomics Features of 11[C]-MET PET/CT in Central Nervous System Tumours: Preliminary Results on Potential Grading Discrimination Using a Machine Learning ModelGiorgio Russo , Alessandro Stefano , Pierpaolo Alongi , Albert Comelli, PhD , Barbara Catalfamo , Cristina Mantarro , Costanza Longo , Roberto Altieri , Francesco Certo , Sebastiano Cosentino , Maria Gabriella Sabini , Selene Richiusa , Giuseppe Vincenzo Maria Barbagallo , Massimo Ippolito
Current Oncology
https://www.mdpi.com/1718-7729/28/6/444?utm_source=researchgate.net&utm_medium=articleJournal Paper
A PET-based radiomics model of brain metastasisAlessandro Stefano , Albert Comelli, PhD , Stefano Barone , G. Savoca , S. Richiusa , M. G. Sabini , Sebastiano Cosentino , M. Ippolito , Giorgio Russo
Physica Medica
https://www.physicamedica.com/article/S1120-1797(22)00041-2/abstractJournal Paper
A machine-learning radiomics approach in prostate cancer studiesAlessandro Stefano , Pierpaolo Alongi , Albert Comelli, PhD , Riccardo Laudicella , Giorgio Russo
Physica Medica
https://www.physicamedica.com/article/S1120-1797(22)00022-9/abstractJournal Paper
Radiomics features of 11[C]-MET PET/CT in primary brain tumors: preliminary results on grading discrimination using a machine learning modelGiorgio Russo , Alessandro Stefano , Albert Comelli, PhD , G. Savoca , S. Richiusa , M.G. Sabini , Sebastiano Cosentino , Pierpaolo Alongi , M. Ippolito
Physica Medica
https://www.physicamedica.com/article/S1120-1797(22)00100-4/abstractJournal Paper
Robustness of PET Radiomics Features: Impact of Co-Registration with MRIAlessandro Stefano , Antonio Leal , Selene Richiusa , Phan Trang , Albert Comelli, PhD , Viviana Benfante , Sebastiano Cosentino , Maria G. Sabini , Antonino Tuttolomondo , Roberto Altieri , Francesco Certo , Giuseppe Maria Vincenzo Barbagallo , Massimo Ippolito , Giorgio Russo
Applied Sciences
https://www.mdpi.com/2076-3417/11/21/10170?utm_source=researchgate.net&utm_medium=articleJournal Paper
Diagnostic performance of qualitative and radiomics approach to parotid gland tumors: which is the added benefit of texture analysis?Federica Vernuccio , Federica Arnone , Roberto Cannella , Barbara Verro , Albert Comelli, PhD , Francesco Agnello , Alessandro Stefano , Rosalia Gargano , Vito Rodolico , Giuseppe Salvaggio , Roberto Lagalla , Massimo Midiri , Antonio Lo Casto
https://academic.oup.com/bjr/article/94/1128/20210340/7451735?login=falseJournal Paper
Hybrid descriptive‐inferential method for key feature selection in prostate cancer radiomicsStefano Barone , Roberto Cannella , Albert Comelli, PhD , Arianna Pellegrino , Giuseppe Salvaggio , Alessandro Stefano , Federica Vernuccio
https://onlinelibrary.wiley.com/doi/10.1002/asmb.2642Peer review
Artificial Neural Networks in Cardiovascular Diseases and its Potential for Clinical Application in Molecular ImagingRiccardo Laudicella , Albert Comelli, PhD , Alessandro Stefano , Monika Szostek , Ludovica Crocè , Antonio Vento , Alessandro Spataro , Alessio Danilo Comis , Flavia La Torre , Michele Gaeta , Sergio Baldari , Pierpaolo Alongi
https://www.eurekaselect.com/article/107528Journal Paper
Deep Learning Network for Segmentation of the Prostate Gland With Median Lobe Enlargement in T2-weighted MR Images: Comparison With Manual Segmentation MethodGiuseppe Salvaggio , Albert Comelli, PhD , Marzia Portoghese , Giuseppe Cutaia , Roberto Cannella , Federica Vernuccio , Alessandro Stefano , Nino Dispensa , Giuseppe La Tona , Leonardo Salvaggio , Mauro Calamia , Cesare Gagliardo , Roberto Lagalla , Massimo Midiri
https://linkinghub.elsevier.com/retrieve/pii/S0363018821001067Journal Paper
Early Monitoring Response to Therapy in Patients with Brain Lesions Using the Cumulative SUV HistogramAlessandro Stefano , Pietro Pisciotta , Marco Pometti , Albert Comelli, PhD , Sebastiano Cosentino , Francesco Marletta , Salvatore Cicero , Maria G. Sabini , Massimo Ippolito , Giorgio Russo
Applied Sciences
https://www.mdpi.com/2076-3417/11/7/2999?utm_source=researchgate.net&utm_medium=articleJournal Paper
Deep Learning Whole‐Gland and Zonal Prostate Segmentation on a Public MRI DatasetRenato Cuocolo , Albert Comelli, PhD , Alessandro Stefano , Viviana Benfante , Navdeep Dahiya , Arnaldo Stanzione , Anna Castaldo , Davide Raffaele De Lucia , Anthony Yezzi , Massimo Imbriaco
https://onlinelibrary.wiley.com/doi/10.1002/jmri.27585?utm_medium=article&utm_source=researchgate.netJournal Paper
Active Surface for Fully 3D Automatic SegmentationAlbert Comelli, PhD , Alessandro Stefano
Pattern Recognition. ICPR International Workshops and Challenges
https://link.springer.com/chapter/10.1007/978-3-030-68763-2_27Peer review
Radiomics and Prostate MRI: Current Role and Future ApplicationsGiuseppe Cutaia , Giuseppe La Tona , Albert Comelli, PhD , Federica Vernuccio , Francesco Agnello , Cesare Gagliardo , Leonardo Salvaggio , Natale Quartuccio , Letterio Sturiale , Alessandro Stefano , Mauro Calamia , Gaspare Arnone , Massimo Midiri , Giuseppe Salvaggio
Journal Of Imaging
https://www.mdpi.com/2313-433X/7/2/34?utm_source=researchgate.net&utm_medium=articleJournal Paper
Deep Learning-Based Methods for Prostate Segmentation in Magnetic Resonance ImagingAlbert Comelli, PhD , Navdeep Dahiya , Alessandro Stefano , Federica Vernuccio , Marzia Portoghese , Giuseppe Cutaia , Alberto Bruno , Giuseppe Salvaggio , Anthony Yezzi
Applied Sciences
https://www.mdpi.com/2076-3417/11/2/782?utm_source=researchgate.net&utm_medium=articleJournal Paper
Radiomics analysis of 18F-Choline PET/CT in the prediction of disease outcome in high-risk prostate cancer: an explorative study on machine learning feature classification in 94 patientsPierpaolo Alongi , Alessandro Stefano , Albert Comelli, PhD , Riccardo Laudicella , Salvatore Scalisi , Giuseppe Arnone , Stefano Barone , Massimiliano Spada , Pierpaolo Purpura , Tommaso Vincenzo Bartolotta , Massimo Midiri , Roberto Lagalla , Giorgio Russo
European Radiology
https://link.springer.com/article/10.1007/s00330-020-07617-8Journal Paper
Deep learning approach for the segmentation of aneurysmal ascending aortaAlbert Comelli, PhD , Navdeep Dahiya , Alessandro Stefano , Viviana Benfante , Giovanni Gentile , Valentina Agnese , Giuseppe Maria Raffa , Michele Pilato , Anthony Yezzi , G. Petrucci , Salvatore Pasta
https://link.springer.com/article/10.1007/s13534-020-00179-0Journal Paper
Lung Segmentation on High-Resolution Computerized Tomography Images Using Deep Learning: A Preliminary Step for Radiomics StudiesAlbert Comelli, PhD , Claudia Coronnello, PhD , Navdeep Dahiya , Viviana Benfante , Stefano Palmucci , Antonio Basile , Carlo Vancheri , Giorgio Russo , Anthony Yezzi , Alessandro Stefano
Journal of Imaging
https://www.mdpi.com/2313-433X/6/11/125?utm_source=researchgate.net&utm_medium=articleJournal Paper
A preliminary PET radiomics study of brain metastases using a fully automatic segmentation methodAlessandro Stefano , Albert Comelli, PhD , Valentina Bravatà , Stefano Barone , Igor Daskalovski , Gaetano Savoca , Maria Gabriella Sabini , Massimo Ippolito , Giorgio Russo
https://link.springer.com/article/10.1186/s12859-020-03647-7?utm_source=researchgate.net&utm_medium=articleBook/Book Chapter
Radiomics: A New Biomedical Workflow to Create a Predictive ModelAlbert Comelli, PhD , Alessandro Stefano , Claudia Coronnello, PhD , Giorgio Russo , Federica Vernuccio , Roberto Cannella , Giuseppe Salvaggio , Roberto Lagalla , Stefano Barone
Medical Image Understanding and Analysis
https://link.springer.com/chapter/10.1007/978-3-030-52791-4_22Journal Paper
Choline PET/CT Features to Predict Survival Outcome in High Risk Prostate Cancer Restaging: A Preliminary Machine-Learning Radiomics StudyPierpaolo Alongi , Riccardo Laudicella , Alessandro Stefano , Federico Caobelli , Albert Comelli, PhD , Antonio Vento , Davide Stefano Sardina , Gloria Ganduscio , Patrizia Toia , Francesco Ceci , Paola Mapelli , Maria Picchio , Massino Midiri , Sergio Baldari , Roberto Lagalla , Giorgio Russo
The Quarterly Journal of Nuclear Medicine and Molecular Imaging 2022 December
Journal Paper
Building a statistical surveillance dashboard for COVID-19 infection worldwideStefano Barone , Alexander Chakhunashvili , Albert Comelli, PhD
https://www.tandfonline.com/doi/full/10.1080/08982112.2020.1770791Journal Paper
Performance of Radiomics Features in the Quantification of Idiopathic Pulmonary Fibrosis from HRCTAlessandro Stefano , Mauro Gioè , Giorgio Russo , Stefano Palmucci , Sebastiano Torrisi , Samuel Bignardi , Antonio Basile , Albert Comelli, PhD , Viviana Benfante , Gianluca Sambataro , Daniele Falsaperla , Alfredo Gaetano Torcitto , Massimo Attanasio , Anthony Yezzi , Carlo Vancheri
Diagnostics
https://www.mdpi.com/2075-4418/10/5/306?utm_source=researchgate.net&utm_medium=articleJournal Paper
New Artificial intelligence model for 18F-Choline PET/CT in evaluation of high-risk prostate cancer outcome: texture analysis and radiomics features classification for prediction of disease progressionPierpaolo Alongi , Alessandro Stefano , Albert Comelli, PhD , Riccardo Laudicella , Stefano Barone , Giorgio Russo
Society of Nuclear Medicine and Molecular Imaging (SNMMI)
https://jnm.snmjournals.org/content/61/supplement_1/1303Peer review
Radiomics and artificial intelligence: New frontiers in medicineFederica Vernuccio , Roberto Cannella , Albert Comelli, PhD , Giuseppe Salvaggio , Roberto Lagalla , Massimo Midiri
Recenti Progressi in Medicina
https://www.recentiprogressi.it/archivio/3315/articoli/32853/Book/Book Chapter
Tissue Classification to Support Local Active Delineation of Brain TumorsAlbert Comelli, PhD , Alessandro Stefano , Samuel Bignardi , Claudia Coronnello, PhD , Giorgio Russo , Maria G. Sabini , Massimo Ippolito , Anthony Yezzi
https://link.springer.com/chapter/10.1007/978-3-030-39343-4_1Journal Paper
PI-RADS 3 Lesions: Role of Prostate MRI Texture Analysis in the Identification of Prostate CancerDario Giambelluca , Roberto Cannella , Federica Vernuccio , Albert Comelli, PhD , Alice Pavone , Leonardo Salvaggio , Massimo Galia , Massimo Midiri , Roberto Lagalla , Giuseppe Salvaggio
https://www.sciencedirect.com/science/article/pii/S0363018819302221?via%3DihubJournal Paper
K-nearest neighbor driving active contours to delineate biological tumor volumesAlbert Comelli, PhD , Alessandro Stefano , Giorgio Russo , Samuel Bignardi , Maria Gabriella Sabini , G. Petrucci , Massimo Ippolito , Anthony Yezzi
https://www.sciencedirect.com/science/article/pii/S0952197619300284?via%3DihubJournal Paper
Active Contour Algorithm with Discriminant Analysis for Delineating Tumors in Positron Emission TomographyAlbert Comelli, PhD , Alessandro Stefano , Samuel Bignardi , Giorgio Russo , Maria Gabriella Sabini , Massimo Ippolito , Stefano Barone , Anthony Yezzi
https://www.sciencedirect.com/science/article/pii/S0933365718303725?via%3DihubJournal Paper
Use of the KSVM-based system for the definition, validation and identification of the incisional hernia recurrence risk factorsLeo Licari , Giuseppe Salamone , S. Campanella , F. Carfì , Tommaso Fontana , Nicolò Falco , Roberta Tutino , P. De Marco , Albert Comelli, PhD , D. Cerniglia , G. Petrucci , Salvatore Vitabile , G. Gulotta
Il Giornale di Chirurgia - Journal of Surgery
https://pubmed.ncbi.nlm.nih.gov/30771796/Journal Paper
An accurate and operator independent method for biological tumour volume segmentationGiorgio Russo , Albert Comelli, PhD , Alessandro Stefano , Maria Gabriella Sabini , Massimo Ippolito , Maria Carla Gilardi , Anthony Yezzi
Physica Medica
https://linkinghub.elsevier.com/retrieve/pii/S1120179718303235Journal Paper
A smart and operator independent system to delineate tumours in Positron Emission Tomography scansAlbert Comelli, PhD , Alessandro Stefano , Giorgio Russo , Maria Gabriella Sabini , Massimo Ippolito , Samuel Bignardi , G. Petrucci , Anthony Yezzi
https://linkinghub.elsevier.com/retrieve/pii/S0010482518302580Journal Paper
A Kernel Support Vector Machine Based Technique for Crohn’s Disease Classification in Human PatientsAlbert Comelli, PhD , Maria Chiara Terranova , Laura Scopelliti , Sergio Salerno , Federico Midiri , G. Lo Re , G. Petrucci , Salvatore Vitabile
https://link.springer.com/chapter/10.1007/978-3-319-61566-0_25Journal Paper
OpenHVSR - Processing toolkit: Enhanced HVSR processing of distributed microtremor measurements and spatial variation of their informative contentSamuel Bignardi , Anthony Yezzi , Simone Fiussello , Albert Comelli, PhD
https://www.sciencedirect.com/science/article/abs/pii/S0098300417313353?via%3DihubJournal Paper
Correction to: Vacuum‐Assisted Wound Closure with Mesh‐Mediated Fascial Traction Achieves Better Outcomes than Vacuum‐Assisted Wound Closure Alone: A Comparative StudyGiuseppe Salamone , Leo Licari , Giovanni Guercio , Albert Comelli, PhD , Mirko Mangiapane , Nicolò Falco , Roberta Tutino , Noemi Bagarella , Sofia Campanella , Calogero Porrello , Roberto Gullo , Gianfranco Cocorullo , Gaspare Gulotta
https://onlinelibrary.wiley.com/doi/10.1007/s00268-018-4685-8Journal Paper
Normal and Abnormal Tissue Classification in Positron Emission Tomography Oncological StudiesAlbert Comelli, PhD , Alessandro Stefano , Viviana Benfante , Giorgio Russo
https://link.springer.com/article/10.1134/S1054661818010054Book/Book Chapter
Texture Analysis in Chronic Liver DiseasesFederica Vernuccio , Roberto Cannella , Albert Comelli, PhD , Laura Vernuccio , Roberto Lagalla , Massimo Midiri
Handbook of Texture Analysis
https://www.taylorfrancis.com/chapters/edit/10.1201/9780367486099-3/texture-analysis-chronic-liver-diseases-federica-vernuccio-roberto-cannella-albert-comelli-laura-vernuccio-roberto-lagalla-massimo-midiriJournal Paper
Development of a new fully three-dimensional methodology for tumours delineation in functional imagesAlbert Comelli, PhD , Samuel Bignardi , Alessandro Stefano , Giorgio Russo , Maria Gabriella Sabini , Massimo Ippolito , Anthony Yezzi
https://www.sciencedirect.com/science/article/pii/S0010482520300895?via%3DihubJournal Paper
Biodistribution Assessment of a Novel Ga-Labeled Radiopharmaceutical in a Cancer Overexpressing CCK2R Mouse Model: Conventional and Radiomics Methods for AnalysisAnna Maria Pavone , Viviana Benfante , Paolo Giaccone , Alessandro Stefano , Filippo Torrisi , Vincenzo Russo , Davide Serafini , Selene Richiusa , Marco Pometti , Fabrizio Scopelliti , Massimo Ippolito , Antonio Giulio Giannone , Daniela Cabibi , Mattia Asti , Elisa Vettorato , Luca Morselli , Mario Merone , Marcello Lunardon , Alberto Andrighetto , Antonino Tuttolomondo , Francesco Paolo Cammarata , Marco Verona , Giovanni Marzaro , Francesca Mastrotto , Rosalba Parenti , Giorgio Russo , Albert Comelli, PhD
Life
https://www.mdpi.com/2075-1729/14/3/409?utm_source=researchgate.net&utm_medium=articleJournal Paper
Residue analysis of a synthetic glucocorticoid in liver samples by a 1HMR spectroscopy approach: An exploratory study on animal modelLuca Cicero , Roberta Cirincione , Albert Comelli, PhD , Claudia Coronnello, PhD , Giovanni Cassata
https://www.tandfonline.com/doi/full/10.1080/19440049.2020.1787528Journal Paper
Artificial Intelligence Applications on Restaging [18F]FDG PET/CT in Metastatic Colorectal Cancer: A Preliminary Report of Morpho-Functional Radiomics Classification for Prediction of Disease OutcomePierpaolo Alongi , Albert Comelli, PhD , Alessandro Stefano , Alessandro Spataro , Giuseppe Formica , Riccardo Laudicella , Helena Lanzafame , Francesco Panasiti , Costanza Longo , Federico Midiri , Ludovico La Grutta , Irene Burger , Tommaso Vincenzo Bartolotta , Sergio Baldari , Roberto Lagalla , Massimo Midiri , Giorgio Russo
Applied Sciences
https://www.mdpi.com/2076-3417/12/6/2941Journal Paper
Phenotyping the Histopathological Subtypes of Non-Small-Cell Lung Carcinoma: How Beneficial Is Radiomics?Giovanni Pasini , Alessandro Stefano , Giorgio Russo , Albert Comelli, PhD , Franco Marinozzi , Fabiano Bini
Diagnostics
https://www.mdpi.com/2075-4418/13/6/1167?utm_source=researchgate.net&utm_medium=articleJournal Paper
Radiomics Analysis of Preprocedural CT Imaging for Outcome Prediction after Transjugular Intrahepatic Portosystemic Shunt CreationGiuseppe Mamone , Albert Comelli, PhD , Giorgia Porrello , Mariapina Milazzo , Ambra Di Piazza , Alessandro Stefano , Viviana Benfante , Antonino Tuttolomondo , Gianvincenzo Sparacia , Luigi Maruzzelli , Roberto Miraglia
Life
https://www.mdpi.com/2075-1729/14/6/726?utm_source=researchgate.net&utm_medium=article
