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Prediction of chemotherapy response in breast cancer patients at pre-treatment using second derivative texture of CT images and machine learning

Although neoadjuvant chemotherapy (NAC) is a crucial component of treatment for locally advanced breast cancer (LABC), only about 70% of patients respond to it. Effective adjustment of NAC for individual patients can significantly improve survival rates of those resistant to standard regimens. Thus,...

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Detalles Bibliográficos
Autores principales: Moghadas-Dastjerdi, Hadi, Rahman, Shan-E-Tallat Hira, Sannachi, Lakshmanan, Wright, Frances C., Gandhi, Sonal, Trudeau, Maureen E., Sadeghi-Naini, Ali, Czarnota, Gregory J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Neoplasia Press 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8319580/
https://www.ncbi.nlm.nih.gov/pubmed/34293685
http://dx.doi.org/10.1016/j.tranon.2021.101183