Pubblicazioni

Intra-individual radiomic analysis of pericoronary adipose tissue: Photon-counting detector vs energy-integrating detector CT angiography

2025 - INTERNATIONAL JOURNAL OF CARDIOLOGY

Kravchenko, Dmitrij; Vecsey-Nagy, Milan; Varga-Szemes, Akos; Hagar, Muhammad Taha; Schoepf, U Joseph; Gnasso, Chiara; ZsarnÃ³czay, Emese; O'Doherty, Jim; Caruso, Damiano; Laghi, Andrea; Emrich, Tilman; Tremamunno, Giuseppe

Multi-centre data harmonisation applied to heart-to-mediastinum quantification in parkinsonism (ITA-MIBG): a cross-calibration phantom study with tube and bottle

2025 - CLINICAL AND TRANSLATIONAL IMAGING

Filippi, Luca; Bianconi, Francesco; Minestrini, Matteo; De Vincentis, Giuseppe; Frantellizzi, Viviana; Marongiu, Andrea; Ferrari, Cristina; Giordano, Alessia; D'Ambrosio, Daniela; Gazzilli, Maria; Bertagna, Francesco; Bagni, Oreste; Panareo, Stefano; Guglielmo, Priscilla; Lazzarato, Achille; Casali, Massimiliano; Aghakhanyan, Gayane; Spanu, Angela; Evangelista, Laura; Schillaci, Orazio; Palumbo, Barbara

[18F]PSMA-1007 PET/CT-based radiomics may help enhance the interpretation of bone focal uptakes in hormone-sensitive prostate cancer patients

2025 - EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING

Bauckneht, Matteo; Pasini, Giovanni; Di Raimondo, Tania; Russo, Giorgio; Raffa, Stefano; Donegani, Maria Isabella; Dubois, Daniela; PeÃ±uela, Leonardo; Sofia, Luca; Celesti, Greta; Bini, Fabiano; Marinozzi, Franco; Lanfranchi, Francesco; Laudicella, Riccardo; Sambuceti, Gianmario; Stefano, Alessandro

Comparative Evaluation of Machine Learning-Based Radiomics and Deep Learning for Breast Lesion Classification in Mammography

2025 - DIAGNOSTICS

Stefano, Alessandro; Bini, Fabiano; Giovagnoli, Eleonora; Dimarco, Mariangela; Lauciello, NicolÃ²; Narbonese, Daniela; Pasini, Giovanni; Marinozzi, Franco; Russo, Giorgio; D'Angelo, Ildebrando

CT-based radiogenomic analysis to predict high-risk colon cancer (ATTRACT): a multicentric trial

2025 - EUROPEAN RADIOLOGY

Caruso, Damiano; Polici, Michela; Zerunian, Marta; Monterubbiano, Andrea; Tarallo, Mariarita; Pilozzi, Emanuela; Belloni, Laura; Scafetta, Giorgia; Valanzuolo, Daniela; Pugliese, Dominga; De Santis, Domenico; Vecchione, Andrea; Mercantini, Paolo; Iannicelli, Elsa; Fiori, Enrico; Laghi, Andrea

Artificial intelligence applied to image-guided radiation therapy (IGRT): a systematic review by the Young Group of the Italian Association of Radiotherapy and Clinical Oncology (yAIRO)

2024 - LA RADIOLOGIA MEDICA

Boldrini, Luca; D'Aviero, Andrea; De Felice, Francesca; Desideri, Isacco; Grassi, Roberta; Greco, Carlo; Iorio, Giuseppe Carlo; Nardone, Valerio; Piras, Antonio; Salvestrini, Viola

Radiomic application for head and neck squamocellular tumor: systematic review

2024 - LA CLINICA TERAPEUTICA

Messineo, D; Massaro, F; Izzo, P; Milani, A; Polimeni, R; Iannella, G; Marinozzi, S; Consorti, F; Cocuzza, S; Maniaci, A; Mucchino, A; Nannarelli, M; Greco, A; Magliulo, G; Salducci, M; Pace, A

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

2024 - JOURNAL OF IMAGING

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

Lung Cancer Surgery in Octogenarians: Implications and Advantages of Artificial Intelligence in the Preoperative Assessment

2024 - HEALTHCARE

Bassi, Massimiliano; Vaz Sousa, Rita; Zacchini, Beatrice; Centofanti, Anastasia; Ferrante, Francesco; Poggi, Camilla; Carillo, Carolina; Pecoraro, Ylenia; Amore, Davide; Diso, Daniele; Anile, Marco; De Giacomo, Tiziano; Venuta, Federico; Vannucci, Jacopo

Precision Imaging in Cervical Cancer: A Comprehensive Approach to Diagnosis and Pre-treatment Evaluation

2024 - CLINICAL AND EXPERIMENTAL OBSTETRICS & GYNECOLOGY

Cuccu, Ilaria; GOLIA D'AUGE, Tullio; Tonti, Noemi; DE ANGELIS, Emanuele; Arseni, Roberta; Bogani, Giorgio; DâOria, Ottavia; Musella, Angela; Perniola, Giorgia; Muzii, Ludovico; Di Donato1, Violante; Giannini, Andrea

Assessing the Robustness and Reproducibility of CT Radiomics Features in Non-small-cell Lung Carcinoma

2024 - Image Analysis and Processing - ICIAP 2023 Workshops

Pasini, Giovanni

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

2024 - Image Analysis and Processing - ICIAP 2023 Workshops

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

A Robust [18F]-PSMA-1007 Radiomics Ensemble Model for Prostate Cancer Risk Stratification

2024 - JOURNAL OF IMAGING INFORMATICS IN MEDICINE

Pasini, Giovanni; Stefano, Alessandro; Mantarro, Cristina; Richiusa, Selene; Comelli, Albert; Russo, Giorgio Ivan; Sabini, Maria Gabriella; Cosentino, Sebastiano; Ippolito, Massimo; Russo, Giorgio

The Integration of Radiomics and Artificial Intelligence in Modern Medicine

2024 - LIFE

Maniaci, Antonino; Lavalle, Salvatore; Gagliano, Caterina; Lentini, Mario; Masiello, Edoardo; Parisi, Federica; Iannella, Giannicola; Cilia, Nicole Dalia; Salerno, Valerio; Cusumano, Giacomo; La Via, Luigi

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

2024 - JOURNAL OF IMAGING

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

Implementation of Automatic Segmentation Framework as Preprocessing Step for Radiomics Analysis of Lung Anatomical Districts

2024 - BIOMEDINFORMATICS

Stefano, Alessandro; Bini, Fabiano; Lauciello, NicolÃ²; Pasini, Giovanni; Marinozzi, Franco; Russo, Giorgio

Radiomics-based classification in imbalanced datasets: Complexity or interpretability

2024 - Proceedings of the 2024 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2024

Boesso, S.; Farina, L.; Petti, M.

Radiogenomics in Renal Cancer ManagementâCurrent Evidence and Future Prospects

2023 - INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES

Ferro, Matteo; Musi, Gennaro; Marchioni, Michele; Maggi, Martina; Veccia, Alessandro; DEL GIUDICE, Francesco; Barone, Biagio; Crocetto, Felice; Lasorsa, Francesco; Antonelli, Alessandro; Schips, Luigi; Autorino, Riccardo; Busetto, GIAN MARIA; Terracciano, Daniela; Lucarelli, GIUSEPPE TIZIANO; Sabin Tataru, Octavian

Morphological, Functional and Texture Analysis Magnetic Resonance Imaging Features in the Assessment of Radiotherapy-Induced Xerostomia in Oropharyngeal Cancer

2023 - APPLIED SCIENCES

Calamandrei, L; Mariotti, L; Bicci, E; Calistri, L; Barcali, E; Orlandi, M; Landini, N; Mungai, F; Bonasera, L; Bonomo, P; Desideri, I; Bocchi, L; Nardi, C

Phenotyping the histopathological subtypes of non-small-cell lung carcinoma: how beneficial is radiomics?

2023 - DIAGNOSTICS

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

A focus on the synergy of radiomics and RNA sequencing in breast cancer

2023 - INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES

Bellini, Davide; Milan, Marika; Bordin, Antonella; Rizzi, Roberto; Rengo, Marco; Vicini, Simone; Onori, Alessandro; Carbone, Iacopo; DE FALCO, Elena

Development and validation of artificial-intelligence-based radiomics model using computed tomography features for preoperative risk stratification of gastrointestinal stromal tumors

2023 - JOURNAL OF PERSONALIZED MEDICINE

Rengo, Marco; Onori, Alessandro; Caruso, Damiano; Bellini, Davide; Carbonetti, Francesco; De Santis, Domenico; Vicini, Simone; Zerunian, Marta; Iannicelli, Elsa; Carbone, Iacopo; Laghi, Andrea

Radiomics analysis in gastrointestinal imaging: a narrative review

2023 - DIGESTIVE MEDICINE RESEARCH

De Santis, Domenico; Del Gaudio, Antonella; Zerunian, Marta; Polici, Michela; Guido, Gisella; Tarallo, Mariarita; Masci, Benedetta; Ubaldi, NicolÃ²; Iannicelli, Elsa; Laghi, Andrea; Caruso, Damiano

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

2023 - JOURNAL OF IMAGING

Scavuzzo, Anna; Pasini, Giovanni; Crescio, Elisabetta; Angel Jimenez-Rios, Miguel; Figueroa-Rodriguez, Pavel; Comelli, Albert; Russo, Giorgio; Calvo Vazquez, Ivan; Sebastian Muruato Araiza, Jesus; GÃ³mez-Ortiz, David; Perez Montiel, Delia; Lopez-Saavedra, Alejandro; Stefano, Alessandro

Small Renal Masses: Developing a Robust Radiomic Signature

2023 - CANCERS

Maddalo, M.; Bertolotti, L.; Mazzilli, A.; Flore, A. G. M.; Perotta, R.; Pagnini, F.; Ziglioli, F.; Maestroni, U.; Martini, C.; Caruso, D.; Ghetti, C.; De Filippo, M.