• Torricelli P, Torricelli C, Bertelli B, Sandi M, Pecchi A. Physician perceptions of artificial intelligence in Northern Italy healthcare: a survey of fears and expectations. Front. Artif. Intell. 2025, 8:1624789. doi: 10.3389/frai.2025.1624789.

  • Menghi I, Pecchi A, Esposito G, et al F. Deep learning for automatic segmentation of hepatocellular carcinoma in contrast enhanced CT scans. Sci Rep. 2025 Nov 25;15(1):42000. doi: 10.1038/s41598-025-26019-8.

  • Pecchi A, Mogavero F, Zanni S et al. Role of Pectoralis Muscle Analysis in Breast Magnetic Resonance Imaging for Body Composition Evaluation Before and After Neoadjuvant Chemotherapy for Breast Cancer. Nutrients. 2025 May 16;17(10):1698. doi: 10.3390/nu17101698. PMID: 40431438 Free PMC article.

  • Pecchi A, Bozzola C, Beretta C, et al. DCE-MRI Radiomic analysis in triple negative ductal invasive breast cancer. Comparison between BRCA and not BRCA mutated patients: Preliminary results. Magn Reson Imaging. 2024 Nov;113:110214. doi: 10.1016/j.mri.2024.110214. Epub 2024 Jul 22. PMID: 39047852 Free article.

  • Pecchi A, Valoriani F, Cuoghi et al. R. Role of Body Composition in Patients with Resectable Pancreatic Cancer. Nutrients. 2024 Jun 11;16(12):1834. doi: 10.3390/nu16121834. PMID: 38931189 Free PMC article.

  • Menozzi R, Valoriani F, Ballarin R, …, Pecchi A. Impact of Nutritional Status on Postoperative Outcomes in Cancer Patients following Elective Pancreatic Surgery (2023). Nutrients. 2023 Apr 19;15(8):1958. doi: 10.3390/nu15081958. PMID: 37111175 Free PMC article.

  • R. Menozzi, F. Valoriani, F. Prampolini, ….R. Pecchi (2022). Impact of sarcopenia in SARS-CoV-2 patients during two different epidemic waves. Clin Nutr ESPEN. 2022 Feb;47:252-259. doi: 10.1016/j.clnesp.2021.12.001. Epub 2021 Dec 7.

  • Cinzia Baldessari, Annarita Pecchi, Raffaella Marcheselli, et al. Body composition and inflammation impact in non-small-cell lung cancer patients treated by first-line immunotherapy. Immunotherapy. 2021 Dec;13(18):1501-1519. doi: 10.2217/imt-2021-0038. Epub 2021 Oct 21.

  • Margherita Rimini, Annarita Pecchi, Francesco Prampolini, et al. The Prognostic Role of Early Skeletal Muscle Mass Depletion in Multimodality Management of Patients with Advanced Gastric Cancer Treated with First Line Chemotherapy: A Pilot Experience from Modena Cancer Center. J Clin Med. 2021 Apr; 10(8): 1705. 15. doi: 10.3390/jcm10081705.

  • Carlo Alboni, Ludovica Camacho Mattos, Laura Botticelli, .. Annarita Pecchi (2021). Surgical treatment of deep endometriosis with adenomyosis externa: a challenging case in an infertile woman. Fertil Steril 2021 Apr;115(4):1084-1086. doi: 10.1016/j.fertnstert.2020.11.004. Epub 2021 Mar 6.

  • Pecchi A, Besutti G, De Santis M, .. Torricelli P (2015). Post-transplantation hepatocellular carcinoma recurrence: Patterns and relation between vascularity and differentiation degree. World Journal of hepatology, vol. 7, p. 276-284, ISSN: 1948-5182, doi: 10.4254/WJH.v7.i2.276.

  • Besutti G, Pellegrini M, Ottone M, et al. The impact of chest CT body composition parameters on clinical outcomes in COVID-19 patients. PLoS One. 2021 May 14;16(5):e0251768.

  • Besutti G, Damato A, Venturelli F, et al. Baseline liver steatosis has no impact on liver metastases and overall survival in rectal cancer patients. BMC Cancer. 2021 Mar 9;21(1):253.

  • Besutti G, Massaro F, Bonelli E, et al. Prognostic Impact of Muscle Quantity and Quality and Fat Distribution in Diffuse Large B-Cell Lymphoma Patients. Front Nutr. 2021 May 7;8:620696.

  • Alcantara R, Posso M, Pitarch M, …, Besutti G. Contrast-enhanced mammography-guided biopsy: technical feasibility and first outcomes. Eur Radiol. 2023 Jan;33(1):417-428.

  • Besutti G, Giorgi Rossi P, Ottone M, et al. Inflammatory burden and persistent CT lung abnormalities in COVID-19 patients. Sci Rep. 2022 Mar 11;12(1):4270.

  • Besutti G, Muratore F, Mancuso P, et al. Vessel inflammation and morphological changes in patients with large vessel vasculitis: a retrospective study. RMD Open. 2022 Jan;8(1):e001977.

  • Bardoscia L, Besutti G, Pellegrini M, et al. Impact of low skeletal muscle mass and quality on clinical outcomes in patients with head and neck cancer undergoing (chemo)radiation. Front Nutr. 2022 Nov 17;9:994499.

  • Besutti G, Pellegrini M, Ottone M, et al. Modifications of Chest CT Body Composition Parameters at Three and Six Months after Severe COVID-19 Pneumonia: A Retrospective Cohort Study. Nutrients. 2022 Sep 13;14(18):3764.

  • Pellegrini M, Besutti G, Ottone M, et al. Abdominal Fat Characteristics and Mortality in Rectal Cancer: A Retrospective Study. Nutrients. 2023 Jan 11;15(2):374.

  • Besutti G, Marvisi C, Mancuso P, et al. Prevalence and distribution of vascular calcifications at CT scan in patients with and without large vessel vasculitis: a matched cross-sectional study. RMD Open. 2023 Aug;9(3):e003278.

  • Farì R, Besutti G, Pattacini P, Ligabue G, et al. The role of imaging in defining cardiovascular risk to help cancer patient management: a scoping review. Insights Imaging. 2025 Feb 17;16(1):37.

  • Besutti G, Ottone M, Bonelli E, et al. Inverse Association of Longitudinal Variations in Fat Tissue Radiodensity and Area. Diagnostics (Basel). 2025 Jun 30;15(13):1662.

  • Marvisi C, Guggenberger KV, Besutti G, et al. The influence of baseline aortitis on aortic dilation risk in GCA: a multicenter imaging study. Rheumatology (Oxford). 2025 Dec 9:keaf656.

  • Farì, R., Besutti, G., Pattacini, P., Ligabue, G., Piroli, F., Mantovani, F., Navazio, A., Larocca, M., Pinto, C., Giorgi Rossi, P., Tarantini, The role of imaging in defining cardiovascular risk to help cancer patient management: a scoping review. (2025) Insights into Imaging, 16 (1),

  • Farì, R., Van Assen, M., Quintana-Quezada, R., von Knebel-Doeberitz, P., Böttcher, B., Ligabue, G., Rezai, A., Schöebinger, M., Fung, G.S.K., De Cecco, C.N. Impact of Deep Learning–based Artificial Intelligence Assistance on Reader Agreement in Coronary CT Angiography Interpretation(2025) Radiology: Cardiothoracic Imaging, 7 (5)

  • Camatti, J., Santunione, A.L., Draisci, S., Antonella, D., Amorico, M.G., Ligabue, G., Silingardi, E., Torricelli, P., Cecchi, Correlation between epicardial fat volume and postmortem radiological and autopsy findings in cases of sudden death: A pilot study(2025) Forensic Imaging, 40

  • Camatti, J., Santunione, A.L., Draisci, S., Antonella, D., Amorico, M.G., Ligabue, G., Silingardi, E., Torricelli, P., Cecchi,  Predictive value of coronary artery calcium score on radiological and autoptic findings in cases of sudden death(2024) Forensic Imaging, 39, art.

  • Valenti, L., Corradini, E., Adams, L.A., Aigner, E., Alqahtani, S., Arrese, M., Bardou-Jacquet, E., Bugianesi, E., Fernandez-Real, J.-M., Girelli, D., Hagström, H., Henninger, B., Kowdley, K., Ligabue, G., McClain, D., Lainé, F., Miyanishi, K., Muckenthaler, M.U., Pagani, A., Pedrotti, P., Pietrangelo, A., Prati, D., Ryan, J.D., Silvestri, L., Spearman, C.W., Stål, P., Tsochatzis, E.A., Vinchi, F., Zheng, M.-H., Zoller Consensus Statement on the definition and classification of metabolic hyperferritinaemia (2023) Nature Reviews Endocrinology, 19 (5), pp. 299 – 310,

  • Kuo, M.D., Chiu, K.W.H., Wang, D.S., Larici, A.R., Poplavskiy, D., Valentini, A., Napoli, A., Borghesi, A., Ligabue, G., Fang, X.H.B., Wong, H.K.C., Zhang, S., Hunter, J.R., Mousa, A., Infante, A., Elia, L., Golemi, S., Yu, L.H.P., Hui, C.K.M., Erickson, B.J. Multi-center validation of an artificial intelligence system for detection of COVID-19 on chest radiographs in symptomatic patients(2023) European Radiology, 33 (1), pp. 23 – 33.

  • Kuo, M.D., Chiu, K.W.H., Wang, D.S., Larici, A.R., Poplavskiy, D., Valentini, A., Napoli, A., Borghesi, A., Ligabue, G., Fang, X.H.B., Wong, H.K.C., Zhang, S., Hunter, J.R., Mousa, A., Infante, A., Elia, L., Golemi, S., Yu, L.H.P., Hui, C.K.M., Erickson, B.J. Multi-center validation of an artificial intelligence system for detection of COVID-19 on chest radiographs in symptomatic patients(2023) European Radiology, 33 (1), pp. 23 – 33.

  • Carrabba, N., Pontone, G., Andreini, D., Buffa, V., Cademartiri, F., Carbone, I., Clemente, A., Guaricci, A.I., Guglielmo, M., Indolfi, C., La Grutta, L., Ligabue, G.,Liguori, C., Mercuro, G., Mushtaq, S., Neglia, D., Palmisano, A., Sciagrà, R., Seitun, S., Vignale, D., Francone, M., Esposito,  Appropriateness criteria for the use of cardiac computed tomography, SIC-SIRM part 2: Acute chest pain evaluation; Stent and coronary artery bypass graft patency evaluation; Planning of coronary revascularization and transcatheter valve procedures; Cardiomyopathies, electrophysiological applications, cardiac masses, cardio-oncology and pericardial diseases evaluation(2022) Journal of Cardiovascular Medicine, 23 (5), pp. 290 – 303.

  • Esposito, A., Francone, M., Andreini, D., Buffa, V., Cademartiri, F., Carbone, I., Clemente, A., Guaricci, A.I., Guglielmo, M., Indolfi, C., La Grutta, L., Ligabue, G., Liguori, C., Mercuro, G., Mushtaq, S., Neglia, D., Palmisano, A., Sciagrà, R., Seitun, S., Vignale, D., Pontone, G., Carrabba,  SIRM–SIC appropriateness criteria for the use of Cardiac Computed Tomography. Part 1: Congenital heart diseases, primary prevention, risk assessment before surgery, suspected CAD in symptomatic patients, plaque and epicardial adipose tissue characterization, and functional assessment of stenosis(2021) Radiologia Medica, 126 (9), pp. 1236 – 1248.

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  • Esposito, A., Palmisano, A., Natale, L., Ligabue, G., Peretto, G., Lovato, L., Vignale, D., Fiocchi, F., Marano, R., Russo, V. Cardiac Magnetic Resonance Characterization of Myocarditis-Like Acute Cardiac Syndrome in COVID-19(2020) JACC: Cardiovascular Imaging, 13 (11), pp. 2462 – 2465.