724 multivariate pattern analysis for identification of metabolites that are predictive of malignant transformation in gliomas using hrmas spectra from image guided tissue samples

A. Constantin, A. Elkhaled, T. Jalbert, R. Srinivasan, S. Cha, S. M. Chang, R. Bajcsy, and S. J. Nelson Electrical Engineering and Computer Science, University of California, Berkeley, CA, United States, Department of Radiology and Biomedical Imaging, University of California, San Francisco, CA, United States, Department of Neurological Surgery, University of California, San Franisco, CA, United States