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Comprehensive study of semi-supervised learning for DNA methylation-based supervised classification of central nervous system tumors

BACKGROUND: Precision medicine for cancer treatment relies on an accurate pathological diagnosis. The number of known tumor classes has increased rapidly, and reliance on traditional methods of histopathologic classification alone has become unfeasible. To help reduce variability, validation costs,...

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Detalles Bibliográficos
Autores principales: Tran, Quynh T., Alom, Md Zahangir, Orr, Brent A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9178802/
https://www.ncbi.nlm.nih.gov/pubmed/35676649
http://dx.doi.org/10.1186/s12859-022-04764-1