{"id":234466,"date":"2025-09-25T05:13:07","date_gmt":"2025-09-25T03:13:07","guid":{"rendered":"https:\/\/www.unipi.it\/ateneo\/organizzazione\/persone\/francesca-lizzi-211914-en\/"},"modified":"2026-04-01T04:43:43","modified_gmt":"2026-04-01T02:43:43","slug":"francesca-lizzi-211914-en","status":"publish","type":"unipi_persone","link":"https:\/\/www.unipi.it\/en\/about-us\/organisation\/people\/francesca-lizzi-211914-en\/","title":{"rendered":"Francesca Lizzi"},"content":{"rendered":"<p>Docente Esterno | Email: francesca.lizzi@pi.infn.it<\/p>\n","protected":false},"template":"","meta":{"unipi-persone-chiave":"211914","unipi-persone-nome":"Francesca","unipi-persone-cognome":"Lizzi","unipi-persone-email":"francesca.lizzi@pi.infn.it","unipi-persone-link-orario-lezioni":"https:\/\/unipi.prod.up.cineca.it\/calendarioPubblico\/matricola=16090 ","unipi-persone-link-registro-lezioni":"https:\/\/unimap.unipi.it\/registri\/registri.php?ri=16090 &tmplt=principale.tpl","unipi-persone-ruolo":"Docente Esterno","unipi-persone-codocenze":"<h4 class=\"mt-2\">Incarichi di co-docenza in moduli\/insegnamenti<\/h4><ul><li>Elementi di Storia della Fisica (Cod. 180BB) per Laurea in Fisica<\/li><\/ul>","_wpml_word_count":"7","_last_translation_edit_mode":"translation-editor","unipi-persone-arpi":"https:\/\/arpi.unipi.it\/cris\/rp\/rp01873","unipi-persone-pubblicazioni":"<ul class=\"pubblicazioni-list\"><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1343107\" target=\"_blank\" rel=\"noopener noreferrer\">Deep Learning Model with Attention Mechanism for a 3D Pancreas Segmentation in CT Scans<\/a> <span class=\"pub-details\">(Tsewalo Tondji, Idriss Cabrel; Scapicchio, Camilla; Lizzi, Francesca; Fantacci, Maria Evelina; Oliva, Piernicola; Retico, Alessandra - 2025 - 1.1 Articolo in rivista)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1296927\" target=\"_blank\" rel=\"noopener noreferrer\">SC10.04 EVALUATION OF REPEATABILITY AND ROBUSTNESS OF CT-DERIVED RADIOMIC FEATURES USING A CUSTOM PHANTOM<\/a> <span class=\"pub-details\">(Tenerani, M. I.; Imbriani, M.; Lizzi, F.; Pallotta, S.; Quattrocchi, M.; Retico, A.; Saponaro, S.; Scapicchio, C.; Talamonti, C.; Tofani, A.; Zafaranchi, A.; Fantacci, M. E. - 2024 - 1.1 Articolo in rivista)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1296888\" target=\"_blank\" rel=\"noopener noreferrer\">Characterization and Quantification of Image Quality in CT Imaging Systems: A Phantom Study<\/a> <span class=\"pub-details\">(Scapicchio, Camilla; Imbriani, Manuela; Lizzi, Francesca; Quattrocchi, Mariagrazia; Retico, Alessandra; Saponaro, Sara; Tenerani, MARIA IRENE; Tofani, Alessandro; Zafaranchi, Arman; Fantacci, MARIA EVELINA - 2024 - 4.1 Contributo in Atti di convegno)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1296673\" target=\"_blank\" rel=\"noopener noreferrer\">Radiomic features characterization of CT images using the RadiomiK phantom.<\/a> <span class=\"pub-details\">(Tenerani, M. I.; Imbriani, M.; Lizzi, F.; Pallotta, S.; Quattrocchi, M.; Retico, A.; Saponaro, S.; Scapicchio, C.; Talamonti, C.; Tofani, A.; Zafaranchi, A.; Fantacci, M. E. - 2024 - 4.2 Abstract in Atti di convegno)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1296670\" target=\"_blank\" rel=\"noopener noreferrer\">Sviluppo di un modello di intelligenza artificiale generativa per immagini di\r\nmicroscopia a super-risoluzione.<\/a> <span class=\"pub-details\">(Lossano, S.; Arezzini, S.; Cella Zanacchi, F.; Fantacci, M. E.; Formuso, A.; Lizzi, F.; Mazzoni, E.; Noferi, B.; Scapicchio, C.; Retico, A. - 2024 - 4.2 Abstract in Atti di convegno)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1276285\" target=\"_blank\" rel=\"noopener noreferrer\">Explainability Applied to a Deep-Learning Based Algorithm for Lung Nodule Segmentation<\/a> <span class=\"pub-details\">(Zafaranchi, Arman; Lizzi, Francesca; Retico, Alessandra; Scapicchio, Camilla; Fantacci, Maria - 2024 - 4.1 Contributo in Atti di convegno)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1276110\" target=\"_blank\" rel=\"noopener noreferrer\">Investigation of a potential upstream harmonization based on image appearance matching to improve radiomics features robustness: a phantom study<\/a> <span class=\"pub-details\">(Scapicchio, C.; Imbriani, M.; Lizzi, F.; Quattrocchi, M.; Retico, A.; Saponaro, S.; Tenerani, M. I.; Tofani, A.; Zafaranchi, A.; Fantacci, M. E. - 2024 - 1.1 Articolo in rivista)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1276108\" target=\"_blank\" rel=\"noopener noreferrer\">A Multi-input Deep Learning Model to\u00a0Classify COVID-19 Pneumonia Severity from\u00a0Imaging and\u00a0Clinical Data<\/a> <span class=\"pub-details\">(Lizzi, Francesca; Brero, Francesca; Evelina Fantacci, Maria; Lascialfari, Alessandro; Patern\u00f2, Gianfranco; Postuma, Ian; Oliva, Piernicola; Scapicchio, Camilla; Retico, Alessandra - 2024 - 4.1 Contributo in Atti di convegno)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1253589\" target=\"_blank\" rel=\"noopener noreferrer\">Deep learning based joint fusion approach to exploit anatomical and functional brain information in autism spectrum disorders<\/a> <span class=\"pub-details\">(Saponaro, Sara; Lizzi, Francesca; Serra, Giacomo; Mainas, Francesca; Oliva, Piernicola; Giuliano, Alessia; Calderoni, Sara; Retico, Alessandra - 2024 - 1.1 Articolo in rivista)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1276107\" target=\"_blank\" rel=\"noopener noreferrer\">COVID-19 SEVERITY PREDICTION BASED ON RADIOMIC FEATURES EXTRACTED FROM LUNG CT SCANS USING THE LUNGQUANT SEGMENTATION SOFTWARE<\/a> <span class=\"pub-details\">(Scapicchio, C.; Ballante, E.; Benfante, A.; Berta, L.; Bortolotto, C.; Brero, F.; Cabini, R. F.; Chincarini, A.; Cicolari, D.; Colombo, P. E.; Fanni, S. C.; Fantacci, M. E.; Figini, S.; Grassedonio, E.; La Fiura, A.; Lascialfari, A.; Lenardi, C.; Lionetti, A.; Lizzi, F.; Marrale, M.; Nardi, C.; Neri, E.; Postuma, I.; Preda, L.; Rizzetto, F.; Scichilone, N.; Spina, N.; Talamonti, C.; Torresin, A.; Ubaldi, L.; Vanzulli, A.; Zorzi, G.; Retico, A. - 2023 - 1.1 Articolo in rivista)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1242691\" target=\"_blank\" rel=\"noopener noreferrer\">Deep Learning and Medical Image Analysis: Epistemology and Ethical Issues<\/a> <span class=\"pub-details\">(Lizzi, Francesca; Retico, Alessandra; Fantacci, Maria - 2023 - 4.1 Contributo in Atti di convegno)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1242328\" target=\"_blank\" rel=\"noopener noreferrer\">Quantification of pulmonary involvement in COVID-19 pneumonia: an upgrade of the LungQuant software for lung CT segmentation<\/a> <span class=\"pub-details\">(Lizzi, Francesca; Postuma, Ian; Brero, Francesca; Cabini, Raffaella Fiamma; Fantacci, Maria Evelina; Lascialfari, Alessandro; Oliva, Piernicola; Rinaldi, Lisa; Retico, Alessandra - 2023 - 1.1 Articolo in rivista)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1220967\" target=\"_blank\" rel=\"noopener noreferrer\">Integration of a Deep Learning-Based Module for the Quantification of Imaging Features into the Filling-in Process of the Radiological Structured Report<\/a> <span class=\"pub-details\">(Scapicchio, Camilla; Ballante, Elena; Brero, Francesca; Cabini, Raffaella Fiamma; Chincarini, Andrea; Fantacci, Maria Evelina; Figini, Silvia; Lascialfari, Alessandro; Lizzi, Francesca; Postuma, Ian; Retico, Alessandra - 2023 - 4.1 Contributo in Atti di convegno)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1218828\" target=\"_blank\" rel=\"noopener noreferrer\">A multicenter evaluation of a deep learning software [LungQuant] for lung parenchyma characterization in COVID-19 pneumonia<\/a> <span class=\"pub-details\">(Scapicchio, C.; Chincarini, A.; Ballante, E.; Berta, L.; Bicci, E.; Bortolotto, C.; Brero, F.; Cabini, R. F.; Cristofalo, G.; Fanni, S. C.; Fantacci, M. E.; Figini, S.; Galia, M.; Gemma, P.; Grassedonio, E.; Lascialfari, A.; Lenardi, C.; Lionetti, A.; Lizzi, F.; Marrale, M.; Midiri, M.; Nardi, C.; Oliva, P.; Perillo, N.; Postuma, I.; Preda, L.; Rastrelli, V.; Rizzetto, F.; Spina, N.; Talamonti, C.; Torresin, A.; Vanzulli, A.; Volpi, F.; Neri, E.; Retico, A. - 2023 - 1.1 Articolo in rivista)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1164860\" target=\"_blank\" rel=\"noopener noreferrer\">EXPLAINING THE BEHAVIOUR OF A CONVOLUTIONAL NEURAL NETWORK FOR BREAST DENSITY ASSESSMENT<\/a> <span class=\"pub-details\">(Scapicchio, Camilla; Retico, Alessandra; Lizzi, Francesca; Fantacci, Maria Evelina - 2022 - 4.1 Contributo in Atti di convegno)<\/span><\/li><\/ul>","_elementor_page_assets":[]},"organizzazioni":[],"class_list":["post-234466","unipi_persone","type-unipi_persone","status-publish","hentry"],"email":"francesca.lizzi@pi.infn.it","telefono":null,"content_plain":"Docente Esterno | Email: 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