Publications

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Conference Paper
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.
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.
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.
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.
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.
Journal Article
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.
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.

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