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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Shranjeno v:
Bibliografske podrobnosti
izdano v: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
Jezik:Inglês
Izdano: Public Library of Science 2018
Teme:
Research Article
Online dostop: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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