Research Article

Risk Assessment of Hip Fracture Based on Machine Learning

Table 5

Attributes obtained from the FE analysis of the side fall.

FE analysis attributes
AttributeDescriptionFracturedControl

N = neck; T = trochanter()()
LSRLoad-to-strength-ratio
FS (N)Femoral strength
S1_N (MPa)Maximum principal stress
S3_N (MPa)Minimum principal stress
E1_N (μstrain)Maximum principal strain
E3_N (μstrain)Minimum principal strain
MPStress_N (MPa)Major principal stress
MPStrain_N (μstrain)Major principal strain
SDE_N (J/m3)Strain energy density
S1_T (MPa)Maximum principal stress
S3_T (MPa)Minimum principal stress
E1_T (μstrain)Maximum principal strain
E3_T (μstrain)Minimum principal strain
MPStress_T (MPa)Major principal stress
MPStrain_T (μstrain)Major principal strain
SDE_T (J/m3)Strain energy density
FRI_N (μstrain)Fracture risk index
FRI_T (μstrain)Fracture risk index