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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Shranjeno v:
Bibliografske podrobnosti
izdano v: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
Jezik:Inglês
Izdano: Impact Journals LLC 2019
Teme:
Research Paper
Online dostop: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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