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BibTeX
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Chen, Zhao
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2012
Chen, Z.
,
Jiang, P.
,
Hu, C.
,
Arendell, L.
,
Robbins, J.
, and
Missoum, S.
,
“
The Incorporation of Support Vector Machines and Hip Geometric Structure Assessments in the Development of Hip Fracture Risk Prediction Model
”
,
2012 Annual meeting of the American Society for Bone and Mineral Research (ASBMR)
, 2012.
BibTeX
2013
Jiang, P.
,
Missoum, S.
,
Hu, C.
, and
Chen, Z.
,
“
Optimal Parameter Selection of an SVM Model: Application to Hip Fracture Risk Prediction
”
,
AIAA-2013-1935. Proceedings of the 54th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference, Boston, MA, April 8-11
, 2013.
DOI
BibTeX
Missoum, S.
,
Jiang, P.
,
Hu, C.
,
Jennifer, N.
, and
Chen, Z.
,
“
Towards Hip Fracture Prediction Using Finite Element Analysis and Machine Learning
”
,
Poster presentation. 2013 Annual meeting of the American Society for Bone and Mineral Research (ASBMR)
, Baltimore, MD: 2013.
BibTeX
2014
Jiang, P.
,
Chen, Z.
, and
Missoum, S.
,
“
Hip Fracture Prediction Using Finite Element Modeling and Machine Learning
”
,
7th World Congress of Biomechanics, Boston, MA, Jul. 6 - 11
, 2014.
BibTeX
Jiang, P.
,
Missoum, S.
, and
Chen, Z.
,
“
Optimal SVM Parameter Selection for Non-separable and Unbalanced Datasets
”
,
Structural and Multidisciplinary Optimization
, vol. 50, 2014, pp. 523-535.
DOI
BibTeX
2015
Jiang, P.
,
Missoum, S.
, and
Chen, Z.
,
“
Fusion of Clinical and Stochastic Finite Element Data for Hip Fracture Risk Prediction
”
,
Journal of Biomechanics
, vol. 48, 2015, pp. 4043–4052.
DOI
BibTeX
Jiang, P.
,
Missoum, S.
, and
Chen, Z.
,
“
A Hybrid Risk Model for Hip Fracture Prediction Using Clinical and Stochastic Finite Element Data
”
,
Summer Biomechanics, Bioengineering, and Biotransport Conference, Snowbird, Utah, June 17-20
, 2015.
DOI
BibTeX
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