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...

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Bibliografiske detaljer
Main Authors: Atkinson, Elizabeth J., Therneau, Terry M., Melton, L. Joseph, Camp, Jon J., Achenbach, Sara J., Amin, Shreyasee, Khosla, Sundeep
Format: Artigo
Sprog:Inglês
Udgivet: 2012
Fag:
Article
Online adgang: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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