NIMG-03. DEEP LEARNING SURVIVAL ANALYSIS FOR MULTIPLE BRAIN METASTASES

PURPOSE: Deep learning survival models show promise for outcome prediction by leveraging the ability to model non-linear relationships between pixel-level imaging predictors and survival data. We hypothesized that a deep learning survival model derived from quantitative imaging predictors would be m...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Neuro Oncol
Prif Awduron: Chang, Enoch, Joel, Marina, Chang, Hannah, Du, Justin, Yu, James, An, Yi, Hansen, James, Omuro, Antonio, Chiang, Veronica, Aneja, Sanjay
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Oxford University Press 2020
Pynciau:
Neuroimaging
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC7650895/
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/neuonc/noaa215.616
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