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Investigating machine learning techniques for MRI-based classification of brain neoplasms
2011
International Journal of Computer Assisted Radiology and Surgery
Purpose-Diagnosis and characterization of brain neoplasms appears of utmost importance for therapeutic management. The emerging of imaging techniques, such as Magnetic Resonance (MR) imaging, gives insight into pathology, while the combination of several sequences from conventional and advanced protocols (such as perfusion imaging) increases the diagnostic information. To optimally combine the multiple sources and summarize the information into a distinctive set of variables however remains
doi:10.1007/s11548-011-0559-3
pmid:21516321
pmcid:PMC4373074
fatcat:72jqlxikmnemjm2knd34khicd4