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Machine learning-based tissue of origin classification for cancer of unknown primary diagnostics using genome-wide mutation features

Cancers of unknown primary (CUP) origin account for ∼3% of all cancer diagnoses, whereby the tumor tissue of origin (TOO) cannot be determined. Using a uniformly processed dataset encompassing 6756 whole-genome sequenced primary and metastatic tumors, we develop Cancer of Unknown Primary Location Re...

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Detalles Bibliográficos
Autores principales: Nguyen, Luan, Van Hoeck, Arne, Cuppen, Edwin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9273599/
https://www.ncbi.nlm.nih.gov/pubmed/35817764
http://dx.doi.org/10.1038/s41467-022-31666-w