Characterizing breast masses using an integrative framework of machine learning and CEUS-based radiomics.

Bino Abel VargheseSandy LeeSteven CenAmir TalebiPassant MohdDaniel StahlMelissa PerkinsBhushan DesaiVinay A DuddalwarLinda H Larsen

Published in: Journal of ultrasound (2022)

CEUS based texture metrics can distinguish between benign and malignant breast masses, which can, in turn, lead to reduced unnecessary breast biopsies.

Keyphrases

contrast enhanced ultrasound
contrast enhanced
machine learning
ultrasound guided
magnetic resonance imaging
fine needle aspiration
magnetic resonance
lymph node metastasis
squamous cell carcinoma
big data