Data-driven predictive models of diffuse low-grade gliomas under chemotherapy.

Meriem Ben Abdallah,Marie Blonski,Sophie Wantz-Mezieres,Yann Gaudeau,Luc Taillandier,Jean-Marie Moureaux,Amelie Darlix,Nicolas Menjot de Champfleur,Hugues Duffau

IEEE Journal of Biomedical and Health Informatics（2019）

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摘要

Diffuse low-grade gliomas (DLGG) are brain tumors of young adults. They affect the quality of life of the inflicted patients and, if untreated, they evolve into higher grade tumors where the patient's life is at risk. Therapeutic management of DLGGs includes chemotherapy, and tumor diameter is particularly important for the follow-up of DLGG evolution. In fact, the main clinical basis for deciding...

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关键词

Tumors,Chemotherapy,Mathematical model,Predictive models,Magnetic resonance imaging,Biological system modeling,Surgery

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