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Screening for Osteoporosis from Blood Test Data in Elderly Women Using a Machine Learning Approach
The diagnosis of osteoporosis is made by measuring bone mineral density (BMD) using dual-energy X-ray absorptiometry (DXA). Machine learning, one of the artificial intelligence methods, was used to predict low BMD without using DXA in elderly women. Medical records from 2541 females who visited the...
Autores principales: | Inui, Atsuyuki, Nishimoto, Hanako, Mifune, Yutaka, Yoshikawa, Tomoya, Shinohara, Issei, Furukawa, Takahiro, Kato, Tatsuo, Tanaka, Shuya, Kusunose, Masaya, Kuroda, Ryosuke |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10045086/ https://www.ncbi.nlm.nih.gov/pubmed/36978668 http://dx.doi.org/10.3390/bioengineering10030277 |
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