Current methods for assessing osteoporotic fracture risk involve measuring the content and/or density of bone at a number of skeletal sites and relating the measurement to that in either age-matched or young control subjects measured at the same site with the same technique. These densitometric methods have been used to predict several types of fractures; however, engineering principles verify that the bone structure and loading conditions also affect skeletal strength. Many densitometric measurements inherently contain information about skeletal structure and bone distribution, yet this information is not clinically used. In this paper, the currently available techniques for assessing bone content and density, namely, single-photon absorptiometry, dual-photon absorptiometry, dual-energy X-ray absorptiometry, and quantitative CT, and their usefulness in assessing fracture risk and distinguishing between patients with and without osteoporosis are reviewed. Extensions of conventional densitometry that have been developed by several researchers to include information in addition to bone mass also are presented. Results from recent studies using new applications of ultrasound techniques and MR imaging are reviewed. Preliminary studies show the value of these new techniques in noninvasive measurement of bone structure in order to estimate bone strength and assess fracture risk more accurately. However, to become clinically useful, many of these methods require further investigation to increase their ease of use and decrease their cost.