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Demonstrates improved pre-operative classification of IDH mutation status in gliomas, suggesting better treatment planning outcomes.
= 261). The model achieved areas under the receiver operating characteristic of 0.83 and 0.87, and areas under the precision-recall curves of 0.78 and 0.79, on the TCGA and WUSM sets, respectively. The model can be used to perform a pre-operative 'virtual biopsy' of gliomas, thus facilitating treatment planning, potentially leading to better overall survival.
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Chakrabarty et al. (2023) studied this question.
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