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Uncertainty-Aware Deep Learning Classification of Adamantinomatous Craniopharyngioma from Preoperative MRI

Diagnosis of adamantinomatous craniopharyngioma (ACP) is predominantly determined through invasive pathological examination of a neurosurgical biopsy specimen. Clinical experts can distinguish ACP from Magnetic Resonance Imaging (MRI) with an accuracy of 86%, and 9% of ACP cases are diagnosed this w...

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Detalles Bibliográficos
Autores principales: Prince, Eric W., Ghosh, Debashis, Görg, Carsten, Hankinson, Todd C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10047069/
https://www.ncbi.nlm.nih.gov/pubmed/36980440
http://dx.doi.org/10.3390/diagnostics13061132