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Nov, 2023
使用视觉Transformer集成的脑胶质母细胞瘤肿瘤分割
Glioblastoma Tumor Segmentation using an Ensemble of Vision Transformers
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Huafeng Liu, Benjamin Dowdell, Todd Engelder, Zarah Pulmano, Nicolas Osa...
TL;DR
针对脑癌中最具侵略性和最致命的类型之一,我们提出了一种新的方法,BRAINNET,利用MaskFormer和神经网络生成强大的脑肿瘤分割掩膜,该方法在MRI图像中获得了前所未有的高准确率。
Abstract
glioblastoma
is one of the most aggressive and deadliest types of
brain cancer
, with low survival rates compared to other types of cancer. Analysis of Magnetic Resonance Imaging (
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