BIOMEDICAL IMAGES USING ANALYZE Richard A. Robb, Ph.D. Director, Biomedical Imaging Resource Mayo Foundation, Rochester, MN A comprehensive software package called ANALYZE has been developed by the Biomedical Imaging Resource at Mayo Clinic which permits detailed investigation and evaluation of 3-D biomedical images. This software can be used with many 3-D imaging modalities such as x- ray computed tomography, radionuclide emission tomography, ultrasound tomography, magnetic resonance imaging, and light, electron and confocal microscopy. The package is unique in its synergistic integration of fully interactive modules for direct display, manipulation and measurement of multidimensional, multimodality image data. Several original algorithms for multiplanar reformatting, oblique and curved sectioning, multi-panel cine loops, shaded surface rendering and 3-D volume rendering provide interactive displays of high-quality images. The volume rendering algorithms are optimized to be fast and flexible, without compromising image quality, permitting interactive definition, manipulation and measurement of individual or multiple rendered objects. The inclusion of a variety of interactive editing and quantitative mensuration tools significantly extends the usefulness of the software. Advanced algorithms are included for automated 3-D segmentation using math morphology, 3-D image registration and fusion using surface matching, and feature classification using multispectral analysis. Arbitrary regions and/or volumes-of-interest can be manually specified and/or automatically defined for numerical determination and statistical analyses of distances, areas, volumes, densities, textures, and shapes. The system provides a powerful capabilities for generating highly tailored sequences of operations and routines for prototyping custom extensions and applications. Capabilities for interactive 3-D surgery simulation and radiotherapy planning are examples of such extensions and applications. ANALYZE runs on standard UNIX computers without special-purpose hardware. ANALYZE is being used in a wide variety of biological investigations and medical applications in many institutions around the world. These studies are providing exciting new insights into the fundamental processes of life and major advances in health care delivery through improved diagnoses and treatment of disease.