Preoperative and postoperative prediction of long-term meningioma outcomes

BACKGROUND: Meningiomas are stratified according to tumor grade and extent of resection, often in isolation of other clinical variables. Here, we use machine learning (ML) to integrate demographic, clinical, radiographic and pathologic data to develop predictive models for meningioma outcomes. METHO...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:PLoS One
Prif Awduron: Gennatas, Efstathios D., Wu, Ashley, Braunstein, Steve E., Morin, Olivier, Chen, William C., Magill, Stephen T., Gopinath, Chetna, Villaneueva-Meyer, Javier E., Perry, Arie, McDermott, Michael W., Solberg, Timothy D., Valdes, Gilmer, Raleigh, David R.
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Public Library of Science 2018
Pynciau:
Research Article
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC6147484/
https://ncbi.nlm.nih.gov/pubmed/30235308
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0204161
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