PATH-06. IMAGE-BASED MACHINE LEARNING CLASSIFIER FOR PEDIATRIC POSTERIOR FOSSA TUMOR HISTOPATHOLOGY

BACKGROUND: Pediatric posterior fossa (PF) tumors can include astrocytomas, ependymomas, and medulloblastomas, all of which demonstrate unique histopathology. Whole slide image analyses can be time consuming and difficult. Therefore, we used machine learning to create a screenshot-based histopatholo...

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Detalles Bibliográficos
Autores principales: Tam, Lydia, Bala, Wasif, Lavezo, Jonathan, Lummus, Seth, Vogel, Hannes, Yeom, Kristen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2020
Materias:
Pathology and Molecular Diagnosis
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7715725/
http://dx.doi.org/10.1093/neuonc/noaa222.642

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7715725/
http://dx.doi.org/10.1093/neuonc/noaa222.642

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