Article
Novel 3D magnetic resonance fingerprinting radiomics in adult brain tumors: a feasibility study.
European radiology - 1 Feb 2023
Tippareddy Charit, Onyewadume Louisa, Sloan Andrew E, Wang Gi-Ming, Patil Nirav T, Hu Siyuan, Barnholtz-Sloan Jill S, Boyacıoğlu Rasim, Gulani Vikas, Sunshine Jeffrey, Griswold Mark, Ma Dan, Badve Chaitra
Abstract excerpt
OBJECTIVES: To test the feasibility of using 3D MRF maps with radiomics analysis and machine learning in the characterization of adult brain intra-axial neoplasms. METHODS: 3D MRF acquisition was performed on 78 patients with newly diagnosed brain tumors including 33 glioblastomas (grade IV), 6 grade III gliomas, 12 grade II gliomas, and 27 patients with brain metastases. Regions of enhancing tumor, non-enhancing...
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