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Developing and validating ultrasound-based radiomics models for predicting high-risk endometrial cancer.

Francesca MoroM AlbaneseL BoldriniV ChiappaJ LenkowiczF BertolinaFloriana MasciliniR MoroniM A GambacortaF RaspagliesiG ScambiaA C TestaF Fanfani
Published in: Ultrasound in obstetrics & gynecology : the official journal of the International Society of Ultrasound in Obstetrics and Gynecology (2021)
Radiomics seems to have some ability to discriminate between low-risk endometrial cancer and other endometrial cancers and better ability to discriminate between high-risk endometrial cancer and other endometrial cancers; however, the addition of radiomics features to the clinical-ultrasound models did not add any notable increase in performance. Other efficacy studies and then further effectiveness studies are needed to validate the performance of the models. This article is protected by copyright. All rights reserved.
Keyphrases
  • endometrial cancer
  • lymph node metastasis
  • magnetic resonance imaging
  • contrast enhanced
  • randomized controlled trial
  • systematic review
  • ultrasound guided
  • magnetic resonance
  • young adults