Open access Jurnal SINTA 1
Feature Selection of the Combination of Porous Trabecular with Anthropometric Features for Osteoporosis Screening
International Journal of Electrical and Computer Engineering (IJECE) · Vol. 5 No. 1 (2015)
- ISSN
- 2088-8708, 2088-8708
- Published
- 2015-02-01
- Publisher
- Institute of Advanced Engineering and Science
Abstract
This study aims to select the important features from the combination of porous trabecular pattern with anthropometric features for osteoporosis screening. The study sample has their bone mineral density (BMD) measured at the proximal femur/lumbar spine using dual-energy X-ray absorptiometry (DXA). Morphological porous features such as porosity, the size of porous, and the orientation of porous are obtained from each dental radiograph using digital image processing. The anthropometric features considered are age, height, weight, and body mass index (BMI). Decision tree (J.48 method) is used to evaluate the accuracy of morphological porous and anthropometric features for selection data. The study shows that the most important feature is age and the considered features for osteoporosis screening are porosity, vertical pore, and oblique pore. The decision tree has considerably high accuracy, sensitivity, and specificity.
Collaboration network of the authors
40 authors · 60 co-authorship links · 13 across different organisations · showing the 40 most connected
Hover or tap a name to highlight its co-authors. Double-click to open the author's page.
- Universitas Gadjah Mada
- Universitas Teknologi Yogyakarta
- Universitas Stikubank
- University of Indonesia
- IPB University
- State University of Semarang
- Universitas Pendidikan Ganesha
- Other organisations
- Affiliation unknown
- Different organisations
- Same organisation
- Affiliation unknown
- Thicker line = more joint articles · bigger circle = more articles
Show as table
| Co-author | Organisation | Joint articles |
|---|---|---|
| Aina Musdholifah | Universitas Gadjah Mada | 7 |
| Edi Winarko | Universitas Gadjah Mada | 7 |
| Khabib Mustofa | Universitas Gadjah Mada | 4 |
| Edhy Sutanta | Universitas Gadjah Mada | 4 |
| Azhari Azhari | Universitas Gadjah Mada | 3 |
| Edy Winarno | Universitas Stikubank | 2 |
| Aniati Murni Arymurthy | University of Indonesia | 2 |
| Rahmat Budiarsa | Universitas Gadjah Mada | 2 |
| Anny Kartika Sari | Universitas Gadjah Mada | 2 |
| Kridalaksana Harsa Awang | Affiliation unknown | 1 |
| Bangun Wijayanto | Universitas Gadjah Mada | 1 |
| Sri Nurdiati | IPB University | 1 |
| Decky Hendarsyah | Universitas Gadjah Mada | 1 |
| Jati Sasongko Wibowo | Affiliation unknown | 1 |
| Zaenal Abidin | State University of Semarang | 1 |
| Aridhanyati Arifin | Affiliation unknown | 1 |
| Jamila Jamila | Affiliation unknown | 1 |
| Awaluddin Awaluddin | Affiliation unknown | 1 |
| Rio Kurniawan | Universitas Gadjah Mada | 1 |
| Yustina Retno | Affiliation unknown | 1 |
| Rita Wiryasaputra | Universitas Gadjah Mada | 1 |
| Sri Fitri Wahyuni | Affiliation unknown | 1 |
| Sherly Jayanti | Affiliation unknown | 1 |
| Salahuddin Salahuddin | Universitas Gadjah Mada | 1 |
| Putri Elfa Mas’udia | Affiliation unknown | 1 |
| Abriyono Abriyono | Affiliation unknown | 1 |
| I Gede Aris Gunadi | Universitas Pendidikan Ganesha | 1 |
| Rina Pramitasari | Universitas Gadjah Mada | 1 |
| Tedy Rismawan | Universitas Gadjah Mada | 1 |
| Muhammad Lhsan Sarita | Affiliation unknown | 1 |
| Rusdi Efendi | Affiliation unknown | 1 |
| Albert Dian Sano | Affiliation unknown | 1 |
| Abdul Wahid | Institut Teknologi dan Sains Mandala | 1 |
| Rocky Yefrenes Dillak | Universitas Gadjah Mada | 1 |
| Ikhwan Ruslianto | Universitas Gadjah Mada | 1 |
Affiliations come from OpenAlex; journal OAI-PMH metadata carries none. Authors without an OpenAlex ID are matched by name, which can merge or split people.