Identifikasi Osteoporosis Pada Vertebra Spinalis Menggunakan Metode Blended Statistical-Index Singh

Wiyono Wiyono, Budi Nugroho, Noviana Prima, Teguh Firmansyah, Siswo Wardoyo

Abstract


The purpose of this research is to make osteoporosis detection aid system by utilizing x-ray image of spinal vertebra as research specimen. To improve the accuracy of the identification system, then used blended method between statistical theory and Index Singh as the determinant of osteoporosis level. This study used 50 sempel test of x-ray image of spinal vertebra obtained from RSO dr. R, Soeharso Surakarta. The completion stage of this research is done by pre-processing x-ray image, calculating the area, calculating the number of pixels, and ending by calculating statistically and comparing Index Singh. The results of this study show the representation of the area based on the highest white pixel is 7,983 pixels while the lowest is 5,410 pixels. Having done the overall testing of this system can provide accuracy of 76%.


Keywords


Osteporosis, vertebra spinalis, Statistical-Index Singh

Full Text:

PDF

References


A. Sefrina and M. Service, Osteoporosis The Silent Disease: Mencegah, Mengenali, dan Mengatasi hingga Tuntas, Yogyakarta: Andi Publisher, 2016.

W. Anjarwati, Tulang dan Tubuh Kita, Yogyakarta: Getar Hati, 2010.

Wiyono, B. Nugroho, S. Wardoyo and T. Firmansyah, "Analisa Citra X-Ray Tulang Vertebra Spinal Menggunakan Komparasi Pixel Biner Untuk Deteksi Osteoporosis," in National Conference on Industrial Electrical and Electronic (NCIEE), Cilegon, Banten., 2016.

Sihombing, Markus, U. Sunarya and a. R. D. Atmaja, "Deteksi Penyakit Tulang Osteopenia dan Osteoporosis Menggunakan Metode Threshold Otsu," Telkom University, Bandung, 2014.

M. Sadikin, I. Muttakin, S. Wardoyo, T. Firmansyah and I. Nawawi, "Deteksi Tingkat Osteoporosis Pada Vertebra Spinalis Menggunakan Index-Singh," PROtek, 4(1), pp. 30-34, 2017.

S. Prihatini, V. K. Mahirawati and A. B. Jahari, "Faktor Determinan Resiko Osteoporosis Di Tiga Provinsi di Indonesia," Media Penelitian dan Pengembangan Kesehatan, vol. Volume XX, no. Nomor 2, pp. 91-99, 2010.

C. Pearce, Anatomi dan Fisiologi untuk Paramedic, Jakarta: PT. Gramedia Pustaka Utama, 2002.

"http://digilib.unimus.ac.id/files/disk1/106/jtptunimus-gdl-handayanig-5251-2-bab2.pdf," [Online]. Available: http://digilib.unimus.ac.id/. [Accessed Senin, 11 Juni 2018].

R. Harun, "Hubungan Antara Gambaran Singh Index Dengan Umur Orang Makassar,Indonesia," Universitas Hasanuddin, Makassar, 2007.

M. R. Salamat, N. Rostampour, S. J. Zofaghari, H. Hoseyni-Panah and M. & Javdan, "Comparison of Singh index accuracy and dual energy X-ray absorptiometry bone mineral density measurement for evaluating osteoporosis," International Journal of Radiation Research, vol. 8, no. 2, pp. 123-128, 2010.

W. Anjarwati, Tulang dan Tubuh Kita, Yogyakarta: Getar Hati, 2010.




DOI: http://dx.doi.org/10.36055/setrum.v7i1.3466

Refbacks

  • There are currently no refbacks.