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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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Sonraí Bibleagrafaíochta
Main Authors: Atkinson, Elizabeth J., Therneau, Terry M., Melton, L. Joseph, Camp, Jon J., Achenbach, Sara J., Amin, Shreyasee, Khosla, Sundeep
Formáid: Artigo
Teanga:Inglês
Foilsithe: 2012
Ábhair:
Rochtain Ar Líne: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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