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Quantification of pulmonary involvement in COVID-19 pneumonia by means of a cascade of two U-nets: training and assessment on multiple datasets using different annotation criteria.

F. Lizzi, A. Agosti, F. Brero, R. Cabini, M. Fantacci, S. Figini, A. Lascialfari, F. Laruina, P. Oliva, S. Piffer, I. Postuma, L. Rinaldi, C. Talamonti, and A. Retico. Int. J. Comput. Assist. Radiol. Surg., 17 (2): 229-237 (2022)

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GPCALMA, a mammographic CAD in a GRID connection.U. Bottigli, P. Cerello, P. Delogu, M. Fantacci, F. Fauci, B. Golosio, A. Lauria, E. Torres, R. Magro, G. Masala and 6 other author(s). CARS, volume 1256 of International Congress Series, page 944-949. Elsevier, (2003)Monte Carlo simulation of X-ray imaging and spectroscopy experiments using quadric geometry and variance reduction techniques.B. Golosio, T. Schoonjans, A. Brunetti, P. Oliva, and G. Masala. Comput. Phys. Commun., 185 (3): 1044-1052 (2014)An improved Marching Cube algorithm for 3D data segmentation.G. Masala, B. Golosio, and P. Oliva. Comput. Phys. Commun., 184 (3): 777-782 (2013)Processing Magnetic Resonance Image Features with One-class Support Vector Machines - Investigation of the Autism Spectrum Disorder Heterogeneity.I. Gori, A. Giuliano, P. Oliva, M. Tosetti, F. Muratori, S. Calderoni, and A. Retico. BIOIMAGING, page 111-117. SciTePress, (2016)Deep-Learning Based Analyses of Mammograms to Improve the Estimation of Breast Cancer Risk.F. Lizzi, M. Fantacci, and P. Oliva. ERCIM News, (2019)Radiomic and Dosiomic Profiling of Paediatric Medulloblastoma Tumours Treated with Intensity Modulated Radiation Therapy.C. Talamonti, S. Piffer, D. Greto, M. Mangoni, A. Ciccarone, P. Dicarolo, M. Fantacci, F. Fusi, P. Oliva, L. Palumbo and 4 other author(s). CAIP Workshops, volume 1089 of Communications in Computer and Information Science, page 56-64. Springer, (2019)Automatic Lung Segmentation in CT Images with Accurate Handling of the Hilar Region.G. Nunzio, E. Tommasi, A. Agrusti, R. Cataldo, I. Mitri, M. Favetta, S. Maglio, A. Massafra, M. Quarta, M. Torsello and 8 other author(s). J. Digital Imaging, 24 (1): 11-27 (2011)Residual Convolutional Neural Networks to Automatically Extract Significant Breast Density Features.F. Lizzi, F. Laruina, P. Oliva, A. Retico, and M. Fantacci. CAIP Workshops, volume 1089 of Communications in Computer and Information Science, page 28-35. Springer, (2019)Quantification of pulmonary involvement in COVID-19 pneumonia by means of a cascade of two U-nets: training and assessment on multiple datasets using different annotation criteria.F. Lizzi, A. Agosti, F. Brero, R. Cabini, M. Fantacci, S. Figini, A. Lascialfari, F. Laruina, P. Oliva, S. Piffer and 4 other author(s). Int. J. Comput. Assist. Radiol. Surg., 17 (2): 229-237 (2022)

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