Machine learning algorithms for diagnosis of hip bone osteoporosis: a systematic review and meta-analysis study
F Rahim, A Zaki Zadeh, P Javanmardi… - BioMedical Engineering …, 2023 - Springer
Background Osteoporosis is a significant health problem in the skeletal system, associated
with bone tissue changes and its strength. Machine Learning (ML), on the other hand, has …
with bone tissue changes and its strength. Machine Learning (ML), on the other hand, has …
Artificial intelligence used to diagnose osteoporosis from risk factors in clinical data and proposing sports protocols
Osteoporosis (OP) is characterized by diminished bone mass and deteriorating bone
structure that increases the chance of fractures in the spine, hips, and wrists. In this paper, a …
structure that increases the chance of fractures in the spine, hips, and wrists. In this paper, a …
Predicting the risk of osteoporosis in older Vietnamese women using machine learning approaches
Osteoporosis contributes significantly to health and economic burdens worldwide. However,
the development of osteoporosis-related prediction tools has been limited for lower-middle …
the development of osteoporosis-related prediction tools has been limited for lower-middle …
[PDF][PDF] A decision support system for osteoporosis risk prediction using machine learning and explainable artificial intelligence
Osteoporosis is a metabolic bone condition that occurs when bone mineral density and
mass decrease. This makes the bones weak and brittle. The disorder is often undiagnosed …
mass decrease. This makes the bones weak and brittle. The disorder is often undiagnosed …
Machine learning‐based prediction of osteoporosis in postmenopausal women with clinical examined features: A quantitative clinical study
Osteoporosis is a skeletal disease that is commonly seen in older people but often
neglected due to its silent nature. To overcome the issue of osteoporosis in men and …
neglected due to its silent nature. To overcome the issue of osteoporosis in men and …
Application of machine learning algorithms to predict osteoporosis in postmenopausal women with type 2 diabetes mellitus
X Wu, F Zhai, A Chang, J Wei, Y Guo… - Journal of endocrinological …, 2023 - Springer
Purpose The screening and diagnosis of osteoporosis in patients with type 2 diabetes
mellitus (T2DM) based on bone mineral density remains challenging because of the limited …
mellitus (T2DM) based on bone mineral density remains challenging because of the limited …
A clinical prediction model for 10-year risk of self-reported osteoporosis diagnosis in pre-and perimenopausal women
J Zeitlin, MK Parides, JM Lane, LA Russell… - Archives of …, 2023 - Springer
A machine learning model using clinical, laboratory, and imaging data was developed to
predict 10-year risk of menopause-related osteoporosis. The resulting predictions, which are …
predict 10-year risk of menopause-related osteoporosis. The resulting predictions, which are …
Prediction of osteoporosis in patients with rheumatoid arthritis using machine learning
C Lee, G Joo, S Shin, H Im, KW Moon - Scientific Reports, 2023 - nature.com
Osteoporosis is a serious health concern in patients with rheumatoid arthritis (RA). Machine
learning (ML) models have been increasingly incorporated into various clinical practices …
learning (ML) models have been increasingly incorporated into various clinical practices …
[PDF][PDF] Machine learning algorithms for predicting the risk of fracture in patients with diabetes in China
S Chu, A Jiang, L Chen, X Zhang, X Shen, W Zhou… - Heliyon, 2023 - cell.com
Background Patients with diabetes are more likely to be predisposed to fractures compared
to those without diabetes. In clinical practice, predicting fracture risk in diabetics is still …
to those without diabetes. In clinical practice, predicting fracture risk in diabetics is still …
Screening for osteoporosis from blood test data in elderly women using a machine learning approach
A Inui, H Nishimoto, Y Mifune, T Yoshikawa… - Bioengineering, 2023 - mdpi.com
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 …
dual-energy X-ray absorptiometry (DXA). Machine learning, one of the artificial intelligence …