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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Detalles Bibliográficos
Autores principales: 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: Online Artículo Texto
Lenguaje:English
Publicado: Impact Journals LLC 2019
Materias:
Research Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6570472/
https://www.ncbi.nlm.nih.gov/pubmed/31231468
http://dx.doi.org/10.18632/oncotarget.26996

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