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Abstract #5145

Radiomics of Musculoskeletal Masses Using T2-Weighted Magnetic Resonance Images

Stephen M Fisher1, Alfonso Rodriguez2, Jing Wang2, Michael Folkert2, and Avneesh Chhabra1

1Radiology, UT Southwestern, Dallas, TX, United States, 2Radiation Oncology, UT Southwestern, Dallas, TX, United States

Texture analysis has yet to be exploited in musculoskeletal tumors. In this study we aimed to create a novel predictive model based on features of benign and malignant musculoskeletal masses and test this model against existing methods used in other parts of the body. Our workflow shows promise for creating accurate classifiers of benign and aggressive tumors based on T2-weighted MRI images.

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