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CT-Based Radiomics and Deep Learning for BRCA Mutation and Progression-Free Survival Prediction in Ovarian Cancer Using a Multicentric Dataset.
Avesani, Giacomo; Tran, Huong Elena; Cammarata, Giulio; Botta, Francesca; Raimondi, Sara; Russo, Luca; Persiani, Salvatore; Bonatti, Matteo; Tagliaferri, Tiziana; Dolciami, Miriam; Celli, Veronica; Boldrini, Luca; Lenkowicz, Jacopo; Pricolo, Paola; Tomao, Federica; Rizzo, Stefania Maria Rita; Colombo, Nicoletta; Manganaro, Lucia; Fagotti, Anna; Scambia, Giovanni; Gui, Benedetta; Manfredi, Riccardo.
Affiliation
  • Avesani G; Department of Bioimaging, Radiation Oncology and Hematology, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Largo A. Gemelli 8, 00168 Rome, Italy.
  • Tran HE; Department of Bioimaging, Radiation Oncology and Hematology, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Largo A. Gemelli 8, 00168 Rome, Italy.
  • Cammarata G; Department of Experimental Oncology, IEO European Institute of Oncology IRCCS, Via Ripamonti 435, 20141 Milan, Italy.
  • Botta F; Medical Physics Unit, IEO European Institute of Oncology IRCCS, Via Ripamonti 435, 20141 Milan, Italy.
  • Raimondi S; Department of Experimental Oncology, IEO European Institute of Oncology IRCCS, Via Ripamonti 435, 20141 Milan, Italy.
  • Russo L; Department of Bioimaging, Radiation Oncology and Hematology, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Largo A. Gemelli 8, 00168 Rome, Italy.
  • Persiani S; Department of Bioimaging, Radiation Oncology and Hematology, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Largo A. Gemelli 8, 00168 Rome, Italy.
  • Bonatti M; Radiology Unit, Ospedale Centrale di Bolzano, Via Lorenz Böhler, 5, 39100 Bolzano, Italy.
  • Tagliaferri T; Gynecology and Obstetrics Unit, Ospedale Centrale di Bolzano, Via Lorenz Böhler, 5, 39100 Bolzano, Italy.
  • Dolciami M; Department of Bioimaging, Radiation Oncology and Hematology, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Largo A. Gemelli 8, 00168 Rome, Italy.
  • Celli V; Department of Radiological, Oncological and Pathological Sciences, "Sapienza" University of Rome, Piazzale Aldo Moro, 5, 00185 Rome, Italy.
  • Boldrini L; Department of Bioimaging, Radiation Oncology and Hematology, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Largo A. Gemelli 8, 00168 Rome, Italy.
  • Lenkowicz J; Department of Bioimaging, Radiation Oncology and Hematology, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Largo A. Gemelli 8, 00168 Rome, Italy.
  • Pricolo P; Division of Radiology, European Institute of Oncology IRCCS, Via Ripamonti 435, 20141 Milan, Italy.
  • Tomao F; Department of Maternal and Child Health and Urological Sciences, "Sapienza" University of Rome, Piazzale Aldo Moro, 5, 00185 Rome, Italy.
  • Rizzo SMR; Clinica di Radiologia EOC, Istituto Imaging della Svizzera Italiana (IIMSI), Via Tesserete 46, 6900 Lugano, Switzerland.
  • Colombo N; Facoltà di Scienze Biomediche, Università della Svizzera Italiana (USI), Via Giuseppe Buffi 13, 6900 Lugano, Switzerland.
  • Manganaro L; Medical Gynecologic Oncology Unit, European Institute of Oncology IRCCS, Via Ripamonti 435, 20141 Milan, Italy.
  • Fagotti A; University of Milan-Bicocca, Piazza dell'Ateneo Nuovo, 1, 20126 Milan, Italy.
  • Scambia G; Department of Radiological, Oncological and Pathological Sciences, "Sapienza" University of Rome, Piazzale Aldo Moro, 5, 00185 Rome, Italy.
  • Gui B; Department of Woman, Child and Public Health, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Largo A. Gemelli 8, 00168 Rome, Italy.
  • Manfredi R; Catholic University of the Sacred Hearth, Largo Francesco Vito, 1, 00168 Rome, Italy.
Cancers (Basel) ; 14(11)2022 May 31.
Article in En | MEDLINE | ID: mdl-35681720
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Full text: 1 Collection: 01-internacional Database: MEDLINE Type of study: Prognostic_studies / Risk_factors_studies Language: En Journal: Cancers (Basel) Year: 2022 Document type: Article Affiliation country:
Fulltext
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Full text: 1 Collection: 01-internacional Database: MEDLINE Type of study: Prognostic_studies / Risk_factors_studies Language: En Journal: Cancers (Basel) Year: 2022 Document type: Article Affiliation country: