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Improving performance and generalizability in radiogenomics: a pilot study for prediction of IDH1/2 mutation status in gliomas with multicentric data
Purpose: Radiogenomics offers a potential virtual and noninvasive biopsy. However, radiogenomics models often suffer from generalizability issues, which cause a performance degradation on unseen data. In MRI, differences in the sequence parameters, manufacturers, and scanners make this generalizabil...
Enregistré dans:
| Publié dans: | J Med Imaging (Bellingham) |
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| Auteurs principaux: | , , , |
| Format: | Artigo |
| Langue: | Inglês |
| Publié: |
Society of Photo-Optical Instrumentation Engineers
2021
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| Sujets: | |
| Accès en ligne: | https://ncbi.nlm.nih.gov/pmc/articles/PMC8082292/ https://ncbi.nlm.nih.gov/pubmed/33937440 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1117/1.JMI.8.3.031905 |
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