Radiomics in predicting recurrence for patients with locally advanced breast cancer using quantitative ultrasound.

Archya Dasgupta,Divya Bhardwaj,Daniel DiCenzo,Kashuf Fatima,Laurentius Oscar Osapoetra,Karina Quiaoit,Murtuza Saifuddin,Stephen Brade,Maureen Trudeau,Sonal Gandhi,Andrea Eisen,Frances Wright,Nicole Look-Hong,Ali Sadeghi-Naini,Belinda Curpen,Michael C Kolios,Lakshmanan Sannachi,Gregory J Czarnota

Oncotarget（2021）

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摘要

A QUS-radiomics model using higher-order texture derivatives can identify patients with LABC at higher risk of disease recurrence before starting treatment.

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关键词

breast cancer,machine learning,quantitative ultrasound,radiomics,recurrence

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