Assessing Fracture Risk using Gradient Boosting Machine (GBM) Models

Advanced bone imaging with quantitative computed tomography (QCT) has had limited success in significantly improving fracture prediction beyond standard areal bone mineral density (aBMD) measurements. Thus, we examined whether a machine learning paradigm, gradient boosting machine (GBM) modeling, wh...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awduron: Atkinson, Elizabeth J., Therneau, Terry M., Melton, L. Joseph, Camp, Jon J., Achenbach, Sara J., Amin, Shreyasee, Khosla, Sundeep
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: 2012
Pynciau:
Article
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC3408850/
https://ncbi.nlm.nih.gov/pubmed/22367889
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/jbmr.1577
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