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Collaborative learning of images and geometrics for predicting isocitrate dehydrogenase status of glioma. (arXiv:2201.05530v1 [cs.LG])
Jan. 17, 2022, 2:10 a.m. | Yiran Wei, Chao Li, Xi Chen, Carola-Bibiane Schönlieb, Stephen J. Price
cs.LG updates on arXiv.org arxiv.org
The isocitrate dehydrogenase (IDH) gene mutation status is an important
biomarker for glioma patients. The gold standard of IDH mutation detection
requires tumour tissue obtained via invasive approaches and is usually
expensive. Recent advancement in radiogenomics provides a non-invasive approach
for predicting IDH mutation based on MRI. Meanwhile, tumor geometrics encompass
crucial information for tumour phenotyping. Here we propose a collaborative
learning framework that learns both tumor images and tumor geometrics using
convolutional neural networks (CNN) and graph neural networks …
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