Tibial rotation assessment using Artificial Neural Networks
Yıl: 2010 Cilt: 15 Sayı: 1 Sayfa Aralığı: 34 - 44 Metin Dili: İngilizce İndeks Tarihi: 29-07-2022
Tibial rotation assessment using Artificial Neural Networks
Öz: Assessment of the tibial rotations by the conventional approaches is generally difficult. An investigation has been made in this study to assess the tibial motions based on the prediction of the effects of physical factors as well as a portion of tibial measurements by making use of Artificial Neural Networks (ANN). Therefore, this study aimed at the prediction of the relations between several physical factors and tibial motion measurements in terms of Artificial Neural Networks. These factors include gender, age, weight, and height. Data collected for 484 healthy subjects have been analyzed by Artificial Neural Networks. Promising results showed that the ANN has been found to be appropriate for modeling and simulation in the data assessments. The paper gives detailed results regarding the use of ANN for modeling tibial rotations in terms of physical factors. The study shows the feasibility of ANN to predict the behaviour of knee joints.
Anahtar Kelime: Konular:
Belge Türü: Makale Makale Türü: Araştırma Makalesi Erişim Türü: Erişime Açık
- 1. J. C. Küpper, B. Loitz-Ramage, D. T. Corr, D. A. Hart and J. L. Ronsky, Measuring knee joint laxity: A review of applicable models and the need for new approaches to minimize variability, Clinical Biomechanics, 22(1), 1-13, 2007
- 2. L. E. DeFrate, H. Sun, T. J. Gill, H. E. Rubash and G. Li, In vivo tibiofemoral contact analysis using 3D MRI-based knee models, Journal of Biomechanics, 37, 1499- 1504, 2004
- 3. J. Hamill, B. T. Bates and K. G. Holt, Timing of lower extremity joint actions during treadmill running, Medicine & Science in Sports & Exercise, 24(7), 807-813, 1992
- 4. A. Cimbiz, U. Cavlak, M. Sari, H. Hallaceli and F. Beydemir, A new clinical design measuring the vertical axial rotation through tibial shaft resulting from passive knee and subtalar joints rotation in healthy subjects: a reliability study, Journal of Medical Science, 6(5), 751-757, 2006
- 5. A. S. Miller, B. H. Blott and T. K. Hames, Review of neural network applications in medical imaging and signal processing, Journal of Medical and Biological Engineering and Computing, 30(5), 449-464, 1992
- 6. T. Nguyen, R. Malley, S.H. Inkelis and N. Kuppermann, Comparison of prediction models for adverse outcome in pediatric meningococcal disease using artificial neural network and logistic regression analyses, Journal of Clinical Epidemiology, 55(7), 687-695, 2002
- 7. R. P. Lippman, An introduction to computing with neural nets, IEEE ASSP Magazine, 4, 4-22, 1987
- 8. S. L. James and D. C. Jones, Biomechanical aspects of distance running injuries, Biomechanics of Distance Running, ed P. R. Cavanagh. Human Kinetics Books, Champaign: Illinois, 1990
| APA | ÇETİNER B, Sari M (2010). Tibial rotation assessment using Artificial Neural Networks. , 34 - 44. |
| Chicago | ÇETİNER B. Gültekin,Sari Murat Tibial rotation assessment using Artificial Neural Networks. (2010): 34 - 44. |
| MLA | ÇETİNER B. Gültekin,Sari Murat Tibial rotation assessment using Artificial Neural Networks. , 2010, ss.34 - 44. |
| AMA | ÇETİNER B,Sari M Tibial rotation assessment using Artificial Neural Networks. . 2010; 34 - 44. |
| Vancouver | ÇETİNER B,Sari M Tibial rotation assessment using Artificial Neural Networks. . 2010; 34 - 44. |
| IEEE | ÇETİNER B,Sari M "Tibial rotation assessment using Artificial Neural Networks." , ss.34 - 44, 2010. |
| ISNAD | ÇETİNER, B. Gültekin - Sari, Murat. "Tibial rotation assessment using Artificial Neural Networks". (2010), 34-44. |
| APA | ÇETİNER B, Sari M (2010). Tibial rotation assessment using Artificial Neural Networks. Mathematical and Computational Applications, 15(1), 34 - 44. |
| Chicago | ÇETİNER B. Gültekin,Sari Murat Tibial rotation assessment using Artificial Neural Networks. Mathematical and Computational Applications 15, no.1 (2010): 34 - 44. |
| MLA | ÇETİNER B. Gültekin,Sari Murat Tibial rotation assessment using Artificial Neural Networks. Mathematical and Computational Applications, vol.15, no.1, 2010, ss.34 - 44. |
| AMA | ÇETİNER B,Sari M Tibial rotation assessment using Artificial Neural Networks. Mathematical and Computational Applications. 2010; 15(1): 34 - 44. |
| Vancouver | ÇETİNER B,Sari M Tibial rotation assessment using Artificial Neural Networks. Mathematical and Computational Applications. 2010; 15(1): 34 - 44. |
| IEEE | ÇETİNER B,Sari M "Tibial rotation assessment using Artificial Neural Networks." Mathematical and Computational Applications, 15, ss.34 - 44, 2010. |
| ISNAD | ÇETİNER, B. Gültekin - Sari, Murat. "Tibial rotation assessment using Artificial Neural Networks". Mathematical and Computational Applications 15/1 (2010), 34-44. |
