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Detecting pathological features and predicting fracture risk from dual-energy X-ray absorptiometry images using deep learning
Dual-energy X-ray absorptiometry (DXA) is the gold standard imaging method for diagnosing osteoporosis in clinical practice. The DXA images are commonly used to estimate a numerical value for bone mineral density (BMD), which decreases in osteoporosis. Low BMD is a known risk factor for osteoporotic...
Autores principales: | Nissinen, Tomi, Suoranta, Sanna, Saavalainen, Taavi, Sund, Reijo, Hurskainen, Ossi, Rikkonen, Toni, Kröger, Heikki, Lähivaara, Timo, Väänänen, Sami P. |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8102403/ https://www.ncbi.nlm.nih.gov/pubmed/33997147 http://dx.doi.org/10.1016/j.bonr.2021.101070 |
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