Germline BRCA 1-2 status prediction through ovarian ultrasound images radiogenomics: a hypothesis generating study (PROBE study)

Radiogenomics is a specific application of radiomics where imaging features are linked to genomic profiles. We aim to develop a radiogenomics model based on ovarian US images for predicting germline BRCA1/2 gene status in women with healthy ovaries. From January 2013 to December 2017 a total of 255...

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Veröffentlicht in:	Scientific reports 2020-10, Vol.10 (1), p.16511-16511, Article 16511
Hauptverfasser:	Nero, Camilla, Ciccarone, Francesca, Boldrini, Luca, Lenkowicz, Jacopo, Paris, Ida, Capoluongo, Ettore Domenico, Testa, Antonia Carla, Fagotti, Anna, Valentini, Vincenzo, Scambia, Giovanni
Format:	Artikel
Sprache:	eng
Schlagworte:	631/208/1516 631/67/2195 631/67/68 Adult Aged Algorithms BRCA1 protein BRCA1 Protein - genetics BRCA2 Protein - genetics Breast cancer Correlation analysis Female Forecasting Germ Cells - metabolism Germ Cells - physiology Humanities and Social Sciences Humans Learning algorithms Machine Learning Middle Aged multidisciplinary Ovaries Ovary - diagnostic imaging Pilot Projects Radiomics Retrospective Studies Science Science (multidisciplinary) Support Vector Machine Ultrasonography - methods Ultrasound
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