Publications

Trojani, V., Monelli, F., Besutti, G., Bertolini, M., Verzellesi, L., Sghedoni, R., Iori, M., Ligabue, G., Pattacini, P., Giorgi Rossi, P., Ottone, M., Piccinini, A., Alfano, G., Donati, G., Fontana, F. Using MRI Texture Analysis Machine Learning Models to Assess Graft Interstitial Fibrosis and Tubular Atrophy in Patients with Transplanted Kidneys. Information 2024, 15, 537. https://doi.org/10.3390/info15090537 | IF: 2.4
Trojani, V., Bassi, M. C., Verzellesi, L., Bertolini, M. Impact of Preprocessing Parameters in Medical Imaging-Based Radiomic Studies: A Systematic Review. Cancers. 2024, 16(15), 2668. https://www.mdpi.com/2072-6694/16/15/2668 | IF: 4.5
Verzellesi, L., Botti, A., Bertolini, M., Trojani, V., Carlini, G., Nitrosi, A., Monelli, F., Besutti, G., Castellani, G., Remondini, D., Milanese, G., Croci, S., Sverzellati, N., Salvarani, C., & Iori, M. Machine and Deep Learning Algorithms for COVID-19 Mortality Prediction Using Clinical and Radiomic Features. ELECTRONICS-SWITZ. 2023;12(18):3878. https://www.mdpi.com/2079-9292/12/18/3878 | IF: 2.69
Gozzi, F., Bertolini, M., Gentile, P., Verzellesi, L., Trojani, V., De Simone, L., Bolletta, E., Mastrofilippo, V., Farnetti, E., Nicoli, D., Croci, S., Belloni, L., Zerbini, A., Adani, C., De Maria, M., Kosmarikou, A., Vecchi, M., Invernizzi, A., Ilariucci, F., Zanelli, M., Iori, M., Cimino, L. Artificial Intelligence-Assisted Processing of Anterior Segment OCT Images in the Diagnosis of Vitreoretinal Lymphoma. Diagnostics (Basel). 2023;13(14):2451 PubMedID: 37510195 | https://www.mdpi.com/2075-4418/13/14/2451 | IF: 3.992
Nitrosi, A., Pattacini, P., Bertolini, M., Trojani, V., Sghedoni, R., Spaggiari, L., Zanichelli, M., Besutti, G., Notari, P., Canovi, L., Colli, M., Iori, M. Workload Balancing in Emergency Night Shifts for a Multicenter Diagnostic Imaging Department: a RIS-Integrated Solution. J Digit Imaging. ePub 2023 giu 22. PubMedID: 37349619 | https://doi.org/10.1007/s10278-023-00869-y | IF: 4.903
Sceni, G., Botti, A., Orlandi, M., Lambertini, D., Finocchiaro, D., Barani, A., Bertolini, V., Trojani, V., Sghedoni, R., Iori, M. Tuning and Validation of the new Radcalc 3D Monte Carlo Based Pre-treatemt Plan Verification Tool. J Mech Med Biol. 2023;26(6):2340047. https://doi.org/10.1142/S021951942340047X | IF: 0.883
Iori, M., Grassi, E., Piergallini, L., Meglioli, G., Botti, A., Sceni, G., Cucurachi, N., Verzellesi, L., Finocchiaro, D., Versari, A., Fraboni, B., Fioroni, F. Safety injections of nuclear medicine radiotracers: towards a new modality for a real-time detection of extravasation events and 18F-FDG SUV data correction. EJNMMI Phys. 2023, 10, 31, PubMedID: 37221434 |https://doi.org/10.1186/s40658-023-00556-5 | IF: 4.0
Mancosu Pietro, Lambri Nicola, Castiglioni Isabella, Dei Damiano, Iori Mauro, Loiacono Daniele, Russo Serenella, Talamonti Cinzia, Villaggi Elena, Scorsetti Marta, Avanzo Michele. Applications of artificial intelligence in stereotactic body radiation therapy. Phys Med Biol. 2022;67(16):16TR01. PubMedID: 35785778 | https://iopscience.iop.org/article/10.1088/1361-6560/ac7e18 | IF: 4.174
Bertolini Marco, Trojani Valeria, Botti Andrea, Cucurachi Noemi, Galaverni Marco, Cozzi Salvatore, Borghetti Paolo, La Mattina Salvatore, Pastorello Edoardo, Avanzo Michele, Revelant Alberto, Sepulcri Matteo, Paronetto Chiara, Ursino Stefano, Malfatti Giulia, Giaj-Levra Niccolò, Falcinelli Lorenzo, Iotti Cinzia, Iori Mauro, Ciammella Patrizia. Novel Harmonization Method for Multi-Centric Radiomic Studies in Non-Small Cell Lung Cancer. Curr Oncol. 2022;29(8):5179-5194. PubMedID: 35892979 | https://iopscience.iop.org/article/10.1088/1361-6560/ac7e18 | IF: 3.109
Tudda Alessia, Castriconi Roberta, Benecchi Giovanna, Cagni Elisabetta, Cicchetti Alessandro, Dusi Francesca, Esposito Pier Giorgio, Guernieri Marika, Ianiro Anna, Landoni Valeria, Mazzilli Aldo, Moretti Eugenia, Oliviero Caterina, Placidi Lorenzo, Rambaldi Guidasci Giulia, Rancati Tiziana, Scaggion Alessandro, Trojani Valeria, Fiorino Claudio. Knowledge-based multi-institution plan prediction of whole breast irradiation with tangential fields. Radiother Oncol. 2022;175:10-16.ePub 2022 lug 19. PubMedID: 35868603 | https://doi.org/10.1016/j.radonc.2022.07.012 | IF: 6.901
Iori Mauro, Di Castelnuovo Carlo, Verzellesi Laura, Meglioli Greta, Lippolis Davide Giosuè, Nitrosi Andrea, Monelli Filippo, Besutti Giulia, Trojani Valeria, Bertolini Marco, Botti Andrea, Castellani Gastone, Sghedoni Roberto, Croci Stefania, Salvarani Carlo. Mortality Prediction of COVID-19 Patients Using Radiomic and Neural Network Features Extracted from a Wide Chest X-ray Sample Size: A Robust Approach for Different Medical Imbalanced Scenarios. Appl Sci (Basel). 2022;12(8):3903. https://doi.org/10.3390/app12083903 | IF: 2.838
Pattacini Pierpaolo, Nitrosi Andrea, Giorgi Rossi Paolo, Duffy Stephen W, Iotti Valentina, Ginocchi Vladimiro, Ravaioli Sara, Vacondio Rita, Mancuso Pamela, Ragazzi Moira, Campari Cinzia, RETomo Working Group. A Randomized Trial Comparing Breast Cancer Incidence and Interval Cancers after Tomosynthesis Plus Mammography versus Mammography Alone. Radiology. 2022;303(2):256-266.ePub 2022 feb 01. PubMedID: 35103537 | https://doi.org/10.1148/radiol.211132 | IF: 29.146
Retico Alessandra, Avanzo Michele, Boccali Tommaso, Bonacorsi Daniele, Botta Francesca, Cuttone Giacomo, Martelli Barbara, Salomoni Davide, Spiga Daniele, Trianni Annalisa, Stasi Michele, Iori Mauro, Talamonti Cinzia. Enhancing the impact of Artificial Intelligence in Medicine: A joint AIFM-INFN Italian initiative for a dedicated cloud-based computing infrastructure. Phys Med. 2021;91:140-150.ePub 2021 nov 18. PubMedID: 34801873 | https://doi.org/10.1016/j.ejmp.2021.10.005 | IF: 3.119
Giorgi Rossi Paolo, Djuric Olivera, Hélin Valerie, Astley Susan, Mantellini Paola, Nitrosi Andrea, Harkness Elaine F, Gauthier Emilien, Puliti Donella, Balleyguier Corinne, Baron Camille, Gilbert Fiona J, Grivegnée André, Pattacini Pierpaolo, Michiels Stefan, Delaloge Suzette. Validation of a new fully automated software for 2D digital mammographic breast density evaluation in predicting breast cancer risk. Sci Rep. 2021;11(1):19884. PubMedID: 34615978 | https://doi.org/10.1038/s41598-021-99433-3 | IF: 4.997
Placidi Lorenzo, Gioscio Eliana, Garibaldi Cristina, Rancati Tiziana, Fanizzi Annarita, Maestri Davide, Massafra Raffaella, Menghi Enrico, Mirandola Alfredo, Reggiori Giacomo, Sghedoni Roberto, Tamborra Pasquale, Comi Stefania, Lenkowicz Jacopo, Boldrini Luca, Avanzo Michele. A Multicentre Evaluation of Dosiomics Features Reproducibility, Stability and Sensitivity. Cancers (Basel). 2021;13(15):3835. PubMedID: 34359737 | https://doi.org/10.3390/cancers13153835 | IF: 6.575
Cagni Elisabetta, Botti Andrea, Chendi Agnese, Iori Mauro, Spezi Emiliano. Use of knowledge based DVH predictions to enhance automated re-planning strategies in head and neck adaptive radiotherapy. Phys Med Biol. 2021;66(13):135004. PubMedID: 34098549 | https://doi.org/10.1088/1361-6560/ac08b0 | IF: 4.174
Fedeli Luca, Benelli Matteo, Busoni Simone, Belli Giacomo, Ciccarone Antonio, Coniglio Angela, Esposito Marco, Nocetti Luca, Sghedoni Roberto, Tarducci Roberto, Altabella Luisa, Belligotti Eleonora, Bettarini Silvia, Betti Margherita, Caivano Rocchina, Carnì Marco, Chiappiniello Andrea, Cimolai Sara, Cretti Fabiola, Fulcheri Christian, Gasperi Chiara, Giacometti Mara, Levrero Fabrizio, Lizio Domenico, Maieron Marta, Marzi Simona, Mascaro Lorella, Mazzocchi Silvia, Meliadò Gabriele, Morzenti Sabrina, Niespolo Alessandra, Noferini Linhsia, Oberhofer Nadia, Orsingher Laura, Quattrocchi Mariagrazia, Ricci Alessandra, Savini Alessandro, Taddeucci Adriana, Testa Claudia, Tortoli Paolo, Gobbi Gianni, Gori Cesare, Bernardi Luca, Giannelli Marco, Mazzoni Lorenzo Nicola. Italian Association of Physics in Medicine (AIFM) Working Group on MR, Quantification, Intercomparison and Quality Assurance. On the dependence of quantitative diffusion-weighted imaging on scanner system characteristics and acquisition parameters: A large multicenter and multiparametric phantom study with unsupervised clustering analysis. Phys Med. 2021;85:98-106. PubMedID: 33991807 | https://doi.org/10.1016/j.ejmp.2021.04.020 | IF: 3.119
Avanzo Michele, Porzio Massimiliano, Lorenzon Leda, Milan Lisa, Sghedoni Roberto, Russo Giorgio, Massafra Raffaella, Fanizzi Annarita, Barucci Andrea, Ardu Veronica, Branchini Marco, Giannelli Marco, Gallio Elena, Cilla Savino, Tangaro Sabina, Lombardi Angela, Pirrone Giovanni, De Martin Elena, Giuliano Alessia, Belmonte Gina, Russo Serenella, Rampado Osvaldo, Mettivier Giovanni. Artificial intelligence applications in medical imaging: A review of the medical physics research in Italy. Phys Med. 2021;83:221-241.ePub 2021 mag 02. PubMedID: 33951590 | https://doi.org/10.1016/j.ejmp.2021.04.010 | IF: 3.119
Avanzo Michele, Trianni Annalisa, Botta Francesca, Talamonti Cinzia, Stasi Michele, Iori Mauro. Artificial intelligence and the medical physicist: Welcome to the machine. Appl Sci (Basel). 2021;11(4):1691. https://doi.org/10.3390/app11041691 | IF: 2.838
Liberini Virginia, Rampado Osvaldo, Gallio Elena, De Santi Bruno, Ceci Francesco, Dionisi Beatrice, Thuillier Philippe, Ciuffreda Libero, Piovesan Alessandro, Fioroni Federica, Versari Annibale, Molinari Filippo, Deandreis Désirée. (68)Ga-DOTATOC PET/CT-Based Radiomic Analysis and PRRT Outcome: A Preliminary Evaluation Based on an Exploratory Radiomic Analysis on Two Patients. Front Med (Lausanne). 2021;7:601853. PubMedID: 33575262 | https://doi.org/10.3389/fmed.2020.601853 | IF: 5.058
Lippi Marco, Gianotti Stefania, Fama Angelo, Casali Massimiliano, Barbolini Elisa, Ferrari Angela, Fioroni Federica, Iori Mauro, Luminari Stefano, Menga Massimo, Merli Francesco, Trojani Valeria, Versari Annibale, Zanelli Magda, Bertolini Marco. Texture analysis and multiple-instance learning for the classification of malignant lymphomas. Comput Methods Programs Biomed. 2020;185:105153.ePub 2019 ott 23. PubMedID: 31678792 | https://doi.org/10.1016/j.cmpb.2019.105153 | IF: 5.428
Cagni Elisabetta, Botti Andrea, Wang Yibing, Iori Mauro, Petit Steven F, Heijmen Ben J M. Pareto-optimal plans as ground truth for validation of a commercial system for knowledge-based DVH-prediction. Phys Med. 2018;55:98-106.ePub 2018 dic 07. PubMedID: 30471826 | https://doi.org/10.1016/j.ejmp.2018.11.002 | IF: 2.532
Pattacini Pierpaolo, Nitrosi Andrea, Giorgi Rossi Paolo, Iotti Valentina, Ginocchi Vladimiro, Ravaioli Sara, Vacondio Rita, Braglia Luca, Cavuto Silvio, Campari Cinzia, RETomo Working Group. Digital Mammography versus Digital Mammography Plus Tomosynthesis for Breast Cancer Screening: The Reggio Emilia Tomosynthesis Randomized Trial. Radiology. 2018;288(2):375-385.ePub 2018 giu 05. PubMedID: 29869961 | https://doi.org/10.1148/radiol.2018172119 | IF: 7.608
Feliciani G, Fioroni F, Grassi E, Bertolini M, Rosca A, Timon G, Galaverni M, Iotti C, Versari A, Iori M, Ciammella P. Radiomic Profiling of Head and Neck Cancer: (18)F-FDG PET Texture Analysis as Predictor of Patient Survival. Contrast Media Mol Imaging. 2018;2018:3574310.ePub 2018 set 27. PubMedID: 30363632 | https://doi.org/10.1155/2018/3574310 | IF: 1.984
Cagni Elisabetta, Botti Andrea, Micera Renato, Galeandro Maria, Sghedoni Roberto, Orlandi Matteo, Iotti Cinzia, Cozzi Luca, Iori Mauro. Knowledge-based treatment planning: An inter-technique and inter-system feasibility study for prostate cancer. Phys Med. 2017;36:38-45.ePub 2017 mar 09. PubMedID: 28410684 | https://doi.org/10.1016/j.ejmp.2017.03.002 | IF: 2.24
Levrini G, Sghedoni R, Mori C, Botti A, Vacondio R, Nitrosi A, Iori M, Nicoli F. Size assessment of breast lesions by means of a computer-aided detection (CAD) system for magnetic resonance mammography. Radiol Med. 2011;116(7):1039-49. PubMedID: 21424564 | https://doi.org/10.1007/s11547-011-0664-y | IF: 1.444

Ultimo aggiornamento: 27/02/25