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...

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Udgivet i:PLoS One
Main Authors: 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.
Format: Artigo
Sprog:Inglês
Udgivet: Public Library of Science 2018
Fag:
Research Article
Online adgang: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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