This study evaluated the sensitivity, specificity, and accuracy of MRI features in differentiating vertebral compression fractures caused by malignancy, osteoporosis, or infections. 80 patients underwent MRI of 152 diagnosed vertebral fractures. MRI features suggestive of malignant fractures included a convex posterior border, pedicle involvement, posterior element involvement, epidural/paraspinal masses, and other spinal metastases. MRI features suggestive of osteoporotic fractures included retropulsion, a low signal intensity band, spared normal marrow, and the fluid sign. MRI features suggestive of infective fractures included contiguous vertebral involvement, endplate disruption, disc involvement, and paraspinal/epidural abscesses. The combination of MRI features provided clues to differentiate