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Automated Detection of Ischemic Stroke and Subsequent Patient Triage in Routinely Acquired Head CT

PURPOSE: Advanced machine-learning (ML) techniques can potentially detect the entire spectrum of pathology through deviations from a learned norm. We investigated the utility of a weakly supervised ML tool to detect characteristic findings related to ischemic stroke in head CT and provide subsequent...

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Detalles Bibliográficos
Autores principales: Finck, Tom, Schinz, David, Grundl, Lioba, Eisawy, Rami, Yiğitsoy, Mehmet, Moosbauer, Julia, Zimmer, Claus, Pfister, Franz, Wiestler, Benedikt
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9187535/
https://www.ncbi.nlm.nih.gov/pubmed/34463778
http://dx.doi.org/10.1007/s00062-021-01081-7