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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Detalhes bibliográficos
Publicado no: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
Formato: Artigo
Idioma:Inglês
Publicado em: Impact Journals LLC 2019
Assuntos:
Research Paper
Acesso em linha: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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