A priori prediction of breast tumour response to chemotherapy using quantitative ultrasound imaging and artificial neural networks

We demonstrate the clinical utility of combining quantitative ultrasound (QUS) imaging of the breast with an artificial neural network (ANN) classifier to predict the response of breast cancer patients to neoadjuvant chemotherapy (NAC) administration prior to the start of treatment. Using a 6 MHz ul...

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Udgivet i:Oncotarget
Main Authors: Tadayyon, Hadi, Gangeh, Mehrdad, Sannachi, Lakshmanan, Trudeau, Maureen, Pritchard, Kathleen, Ghandi, Sonal, Eisen, Andrea, Look-Hong, Nicole, Holloway, Claire, Wright, Frances, Rakovitch, Eileen, Vesprini, Danny, Tran, William Tyler, Curpen, Belinda, Czarnota, Gregory
Format: Artigo
Sprog:Inglês
Udgivet: Impact Journals LLC 2019
Fag:
Research Paper
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6570472/
https://ncbi.nlm.nih.gov/pubmed/31231468
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.18632/oncotarget.26996
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