Feature-aware unsupervised lesion segmentation for brain tumor images using fast data density functional transform
Abstract We demonstrate that isomorphically mapping gray-level medical image matrices onto energy spaces underlying the framework of fast data density functional transform (fDDFT) can achieve the unsupervised recognition of lesion morphology. By introducing the architecture of geometric deep learnin...
| मुख्य लेखकों: | , , , |
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| स्वरूप: | लेख |
| भाषा: | English |
| प्रकाशित: |
Nature Portfolio
2023-08-01
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| श्रृंखला: | Scientific Reports |
| ऑनलाइन पहुंच: | https://doi.org/10.1038/s41598-023-40848-5 |