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Radiomics-based ultrasOund Model for differentiating Uterine Sarcomas from leiomyomas (ROMUS): a retrospective pilot Multicenter Italian Trials in Ovarian Cancer (MITO) study.

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Title: Radiomics-based ultrasOund Model for differentiating Uterine Sarcomas from leiomyomas (ROMUS): a retrospective pilot Multicenter Italian Trials in Ovarian Cancer (MITO) study.
Authors: Ciccarone F; Gynecologic Oncology Unit, Department of Woman and Child Health and Public Health, Fondazione Policlinico Universitario 'A. Gemelli' IRCCS, Rome, Italy., Rizzi A; Gynecologic Oncology Unit, Department of Woman and Child Health and Public Health, Fondazione Policlinico Universitario 'A. Gemelli' IRCCS, Rome, Italy., Biscione A; Ovarian Cancer Center, Candiolo Cancer Institute, FPO-IRCCS, Turin, Italy., Baldassari G; Radiomics G-STeP Research Core Facility, Fondazione Policlinico Universitario 'A. Gemelli' IRCCS, Rome, Italy., Tran EH; Radiomics G-STeP Research Core Facility, Fondazione Policlinico Universitario 'A. Gemelli' IRCCS, Rome, Italy., Pasciuto T; Data Collection G-STeP Research Core Facility, Fondazione Policlinico Universitario 'A. Gemelli' IRCCS, Rome, Italy.; Section of Hygiene, University Department of Life Sciences and Public Health, Università Cattolica Del Sacro Cuore, Rome, Italy., Moro F; Gynecologic Oncology Unit, Department of Woman and Child Health and Public Health, Fondazione Policlinico Universitario 'A. Gemelli' IRCCS, Rome, Italy.; UniCamillus-Saint Camillus International University of Health and Medical Sciences, Rome, Italy., Zinicola G; Gynecologic Oncology Unit, Department of Woman and Child Health and Public Health, Fondazione Policlinico Universitario 'A. Gemelli' IRCCS, Rome, Italy., Buonomo F; Institute for Maternal and Child Health, IRCCS 'Burlo Garofolo', Trieste, Italy., Colombin M; Institute for Maternal and Child Health, IRCCS 'Burlo Garofolo', Trieste, Italy., Ghezzi F; Department of Obstetrics and Gynecology, 'Filippo Del Ponte' Hospital, University of Insubria, Varese, Italy., Casarin J; Department of Obstetrics and Gynecology, 'Filippo Del Ponte' Hospital, University of Insubria, Varese, Italy., Mancari R; Gynecologic Oncology Unit, IRCCS Regina Elena National Cancer Institute, Rome, Italy., Borella F; Obstetrics and Gynecology Unit 1, Department of Surgical Sciences, Sant' Anna Hospital, University of Torino, Turin, Italy., Kardhashi A; Gynecologic Oncology Unit, IRCCS Istituto Tumori 'Giovanni Paolo II', Bari, Italy., Roccio M; Department of Obstetrics and Gynecology, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy., Savelli L; Department of Obstetrics and Gynaecology, Ospedale Morgagni-Pierantoni, Forlì, Italy.; Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy., Cioffi R; Department of Gynecological Oncology, IRCCS San Raffaele Hospital, Milan, Italy., Fanfani F; Gynecologic Oncology Unit, Department of Woman and Child Health and Public Health, Fondazione Policlinico Universitario 'A. Gemelli' IRCCS, Rome, Italy.; Section of Obstetrics and Gynecology, University Department of Life Sciences and Public Health, Università Cattolica del Sacro Cuore, Rome, Italy., Ferrandina G; Gynecologic Oncology Unit, Department of Woman and Child Health and Public Health, Fondazione Policlinico Universitario 'A. Gemelli' IRCCS, Rome, Italy.; Section of Obstetrics and Gynecology, University Department of Life Sciences and Public Health, Università Cattolica del Sacro Cuore, Rome, Italy., Scambia G; Gynecologic Oncology Unit, Department of Woman and Child Health and Public Health, Fondazione Policlinico Universitario 'A. Gemelli' IRCCS, Rome, Italy.; Section of Obstetrics and Gynecology, University Department of Life Sciences and Public Health, Università Cattolica del Sacro Cuore, Rome, Italy., Valentin L; Department of Obstetrics and Gynecology, Skåne University Hospital, Malmö, Sweden.; Department of Clinical Sciences Malmö, Lund University, Malmö, Sweden., Lorusso D; Gynecologic Oncology Unit, Humanitas San Pio X, Milan, Italy.; Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy., Testa AC; Gynecologic Oncology Unit, Department of Woman and Child Health and Public Health, Fondazione Policlinico Universitario 'A. Gemelli' IRCCS, Rome, Italy.; Section of Obstetrics and Gynecology, University Department of Life Sciences and Public Health, Università Cattolica del Sacro Cuore, Rome, Italy.
Source: Ultrasound in obstetrics & gynecology : the official journal of the International Society of Ultrasound in Obstetrics and Gynecology [Ultrasound Obstet Gynecol] 2026 Apr; Vol. 67 (4), pp. 530-541. Date of Electronic Publication: 2026 Mar 06.
Publication Type: Journal Article; Multicenter Study
Journal Info: Publisher: John Wiley & Sons, Ltd Country of Publication: England NLM ID: 9108340 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1469-0705 (Electronic) Linking ISSN: 09607692 NLM ISO Abbreviation: Ultrasound Obstet Gynecol Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Radiomics-based ultrasOund Model for differentiating Uterine Sarcomas from leiomyomas (ROMUS): a retrospective pilot Multicenter Italian Trials in Ovarian Cancer (MITO) study.
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  Data: <searchLink fieldCode="AU" term="%22Ciccarone+F%22">Ciccarone F</searchLink>; Gynecologic Oncology Unit, Department of Woman and Child Health and Public Health, Fondazione Policlinico Universitario 'A. Gemelli' IRCCS, Rome, Italy.<br /><searchLink fieldCode="AU" term="%22Rizzi+A%22">Rizzi A</searchLink>; Gynecologic Oncology Unit, Department of Woman and Child Health and Public Health, Fondazione Policlinico Universitario 'A. Gemelli' IRCCS, Rome, Italy.<br /><searchLink fieldCode="AU" term="%22Biscione+A%22">Biscione A</searchLink>; Ovarian Cancer Center, Candiolo Cancer Institute, FPO-IRCCS, Turin, Italy.<br /><searchLink fieldCode="AU" term="%22Baldassari+G%22">Baldassari G</searchLink>; Radiomics G-STeP Research Core Facility, Fondazione Policlinico Universitario 'A. Gemelli' IRCCS, Rome, Italy.<br /><searchLink fieldCode="AU" term="%22Tran+EH%22">Tran EH</searchLink>; Radiomics G-STeP Research Core Facility, Fondazione Policlinico Universitario 'A. Gemelli' IRCCS, Rome, Italy.<br /><searchLink fieldCode="AU" term="%22Pasciuto+T%22">Pasciuto T</searchLink>; Data Collection G-STeP Research Core Facility, Fondazione Policlinico Universitario 'A. Gemelli' IRCCS, Rome, Italy.; Section of Hygiene, University Department of Life Sciences and Public Health, Università Cattolica Del Sacro Cuore, Rome, Italy.<br /><searchLink fieldCode="AU" term="%22Moro+F%22">Moro F</searchLink>; Gynecologic Oncology Unit, Department of Woman and Child Health and Public Health, Fondazione Policlinico Universitario 'A. Gemelli' IRCCS, Rome, Italy.; UniCamillus-Saint Camillus International University of Health and Medical Sciences, Rome, Italy.<br /><searchLink fieldCode="AU" term="%22Zinicola+G%22">Zinicola G</searchLink>; Gynecologic Oncology Unit, Department of Woman and Child Health and Public Health, Fondazione Policlinico Universitario 'A. Gemelli' IRCCS, Rome, Italy.<br /><searchLink fieldCode="AU" term="%22Buonomo+F%22">Buonomo F</searchLink>; Institute for Maternal and Child Health, IRCCS 'Burlo Garofolo', Trieste, Italy.<br /><searchLink fieldCode="AU" term="%22Colombin+M%22">Colombin M</searchLink>; Institute for Maternal and Child Health, IRCCS 'Burlo Garofolo', Trieste, Italy.<br /><searchLink fieldCode="AU" term="%22Ghezzi+F%22">Ghezzi F</searchLink>; Department of Obstetrics and Gynecology, 'Filippo Del Ponte' Hospital, University of Insubria, Varese, Italy.<br /><searchLink fieldCode="AU" term="%22Casarin+J%22">Casarin J</searchLink>; Department of Obstetrics and Gynecology, 'Filippo Del Ponte' Hospital, University of Insubria, Varese, Italy.<br /><searchLink fieldCode="AU" term="%22Mancari+R%22">Mancari R</searchLink>; Gynecologic Oncology Unit, IRCCS Regina Elena National Cancer Institute, Rome, Italy.<br /><searchLink fieldCode="AU" term="%22Borella+F%22">Borella F</searchLink>; Obstetrics and Gynecology Unit 1, Department of Surgical Sciences, Sant' Anna Hospital, University of Torino, Turin, Italy.<br /><searchLink fieldCode="AU" term="%22Kardhashi+A%22">Kardhashi A</searchLink>; Gynecologic Oncology Unit, IRCCS Istituto Tumori 'Giovanni Paolo II', Bari, Italy.<br /><searchLink fieldCode="AU" term="%22Roccio+M%22">Roccio M</searchLink>; Department of Obstetrics and Gynecology, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy.<br /><searchLink fieldCode="AU" term="%22Savelli+L%22">Savelli L</searchLink>; Department of Obstetrics and Gynaecology, Ospedale Morgagni-Pierantoni, Forlì, Italy.; Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy.<br /><searchLink fieldCode="AU" term="%22Cioffi+R%22">Cioffi R</searchLink>; Department of Gynecological Oncology, IRCCS San Raffaele Hospital, Milan, Italy.<br /><searchLink fieldCode="AU" term="%22Fanfani+F%22">Fanfani F</searchLink>; Gynecologic Oncology Unit, Department of Woman and Child Health and Public Health, Fondazione Policlinico Universitario 'A. Gemelli' IRCCS, Rome, Italy.; Section of Obstetrics and Gynecology, University Department of Life Sciences and Public Health, Università Cattolica del Sacro Cuore, Rome, Italy.<br /><searchLink fieldCode="AU" term="%22Ferrandina+G%22">Ferrandina G</searchLink>; Gynecologic Oncology Unit, Department of Woman and Child Health and Public Health, Fondazione Policlinico Universitario 'A. Gemelli' IRCCS, Rome, Italy.; Section of Obstetrics and Gynecology, University Department of Life Sciences and Public Health, Università Cattolica del Sacro Cuore, Rome, Italy.<br /><searchLink fieldCode="AU" term="%22Scambia+G%22">Scambia G</searchLink>; Gynecologic Oncology Unit, Department of Woman and Child Health and Public Health, Fondazione Policlinico Universitario 'A. Gemelli' IRCCS, Rome, Italy.; Section of Obstetrics and Gynecology, University Department of Life Sciences and Public Health, Università Cattolica del Sacro Cuore, Rome, Italy.<br /><searchLink fieldCode="AU" term="%22Valentin+L%22">Valentin L</searchLink>; Department of Obstetrics and Gynecology, Skåne University Hospital, Malmö, Sweden.; Department of Clinical Sciences Malmö, Lund University, Malmö, Sweden.<br /><searchLink fieldCode="AU" term="%22Lorusso+D%22">Lorusso D</searchLink>; Gynecologic Oncology Unit, Humanitas San Pio X, Milan, Italy.; Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy.<br /><searchLink fieldCode="AU" term="%22Testa+AC%22">Testa AC</searchLink>; Gynecologic Oncology Unit, Department of Woman and Child Health and Public Health, Fondazione Policlinico Universitario 'A. Gemelli' IRCCS, Rome, Italy.; Section of Obstetrics and Gynecology, University Department of Life Sciences and Public Health, Università Cattolica del Sacro Cuore, Rome, Italy.
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