Early Prediction of the Response of Breast Tumors to Neoadjuvant Chemotherapy using Quantitative MRI and Machine Learning

The ability to predict early in the course of treatment the response of breast tumors to neoadjuvant chemotherapy can stratify patients based on response for patient-specific treatment strategies. Currently response to neoadjuvant chemotherapy is evaluated based on physical exam or breast imaging (m...

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Главные авторы: Mani, Subramani, Chen, Yukun, Arlinghaus, Lori R., Li, Xia, Chakravarthy, A. Bapsi, Bhave, Sandeep R., Welch, E. Brian, Levy, Mia A., Yankeelov, Thomas E.
Формат: Artigo
Язык:Inglês
Опубликовано: American Medical Informatics Association 2011
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Articles
Online-ссылка:https://ncbi.nlm.nih.gov/pmc/articles/PMC3243164/
https://ncbi.nlm.nih.gov/pubmed/22195145
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