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Image-based Classification of Tumor Type and Growth Rate using Machine Learning: a preclinical study

Medical images such as magnetic resonance (MR) imaging provide valuable information for cancer detection, diagnosis, and prognosis. In addition to the anatomical information these images provide, machine learning can identify texture features from these images to further personalize treatment. This...

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Detalles Bibliográficos
Autores principales: Tang, Tien T., Zawaski, Janice A., Francis, Kathleen N., Qutub, Amina A., Gaber, M. Waleed
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6715812/
https://www.ncbi.nlm.nih.gov/pubmed/31467303
http://dx.doi.org/10.1038/s41598-019-48738-5