Small animal imaging often uses micro-CT to study bone changes like osteoporosis over time. However, micro-CT exposes animals to radiation with each scan. Discrete tomography is an alternative reconstruction technique that can provide accurate reconstructions from limited projection data using prior knowledge and assumptions about object homogeneity. This allows conclusions to be drawn with less radiation exposure for longitudinal small animal studies of bone changes like osteoporosis.