Pubblicazioni

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.