From: Artificial intelligence on the identification of risk groups for osteoporosis, a general review
Variables | Machine learning method | Conventional method | ||||||
---|---|---|---|---|---|---|---|---|
SVM | RF | ANN | LR | OST | ORAI | SCORE | OSIRIS | |
Age | o | o | o | o | o | o | o | o |
Height | o | o | o | |||||
Weight | o | o | o | o | o | o | o | o |
Body mass index | o | o | o | |||||
Waist circumference | o | |||||||
Pregnancy | o | o | ||||||
Duration of menopause | o | o | ||||||
Duration of breastfeeding | o | o | o | o | ||||
Estrogen therapy | o | o | o | o | ||||
Hyperlipidemia | o | o | o | |||||
Hypertension | o | o | ||||||
Fracture history | o | o | o | |||||
Osteoarthritis | o | o | o | o | ||||
Rheumatoid arthritis | o | |||||||
Diabetes mellitus | o | o | o | o |