scholarly journals Utilizing Artificial Intelligence to Determine Bone Mineral Density Via Chest Computed Tomography

2020 ◽  
Vol 35 ◽  
pp. S35-S39
Author(s):  
Rock H. Savage ◽  
Marly van Assen ◽  
Simon S. Martin ◽  
Pooyan Sahbaee ◽  
Lewis P. Griffith ◽  
...  
Author(s):  
Jessica Gonzalez Gutierrez ◽  
Pilar Rivera Ortega ◽  
Patricia Restituto ◽  
Nerea Varo ◽  
Inmaculada Colina ◽  
...  

2019 ◽  
Vol 53 (6) ◽  
pp. 1900066 ◽  
Author(s):  
Rubens Gabriel Feijó Andrade ◽  
Gabriele Carra Forte ◽  
Bruno Hochhegger ◽  
Leonardo Araujo Pinto

2021 ◽  
Author(s):  
Sharon Daniel ◽  
Yafit Cohen-Freud ◽  
Ilan Shelef ◽  
Ariel Tarasiuk

Abstract The association between obstructive sleep apnea (OSA) and bone mineral density (BMD) is poorly elucidated with contradictory findings. We retrospectively explored the association between OSA and BMD by examining abdominal computed tomography (CT) vertebrae images using clinical information. We included 315 subjects (174 with OSA and 141 without OSA) who performed at least two CT scans (peak voltage of 120 kV). Bone mineral density was attenuated in those with OSA and increased age. BMD attenuation was not associated with the apnea–hypopnea score, nocturnal oxygen saturation, or arousal index. A multivariate linear regression indicated that OSA is associated with BMD attenuation after controlling for age, gender, and cardiovascular diseases. Here, we report that OSA is associated with BMD attenuation. Further studies are required to untangle the complex affect of OSA on BMD loss and possible clinical implication of vertebra depressed fracture or femoral neck fracture.


2016 ◽  
Vol 12 (01) ◽  
pp. 25-34 ◽  
Author(s):  
Satoshi Hamada ◽  
Kohei Ikezoe ◽  
Toyohiro Hirai ◽  
Tsuyoshi Oguma ◽  
Kiminobu Tanizawa ◽  
...  

2015 ◽  
Vol 26 (3) ◽  
pp. 81-87 ◽  
Author(s):  
Kazutaka YAMADA ◽  
Fumio SATO ◽  
Tohru HIGUCHI ◽  
Kaori NISHIHARA ◽  
Mitsunori KAYANO ◽  
...  

2020 ◽  
Vol 73 (1) ◽  
pp. 91-94
Author(s):  
Nazar M. Kostyshyn ◽  
Liubov P. Kostyshyn ◽  
Mechyslav R. Gzhegotskyi

The aim of investigation was to study the structural and functional conditions of cortical and trabecular layers of lumbar vertebrae L1-L5 in different age groups. Materials and methods: In order to assess BMD of the lumbar vertebrae 102 people18 to 75 years old was examined. Study of bone mineral density cortical and trabecular layer of lumbar vertebrae (L1-L5) performed by computed tomography in Hounsfield Units (HU) in terms of standard deviation (SD). Results: The results of computed tomography showed a direct relationship of bone mineral density of lumbar vertebrae with age of examined persons. Osteoporosis and osteopenia was registered in 15% of men and 30% women in middle adulthood, in late adulthood – 35% and 50% respectively. During early old age osteopenia and osteoporosis are observed in 37,5% and 25% of men and 26% and 64% women. Osteoporosis in the middle old age has been reported in 50% of men and 75% of women Conclusions: Results of the study showed a direct link between mineral density, age and gender. The middle adulthood age period was characterized by the highest mineral mass compared with the other age periods. Then there is a loss of bone mass throughout life, and with the onset of aging osteopenia and osteoporosis are recorded. It was investigated that in the early old age, loss of bone mass is mainly observed in female.


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