Metabolic signatures derived from whole-brain MR-spectroscopy identify early tumor progression in high-grade gliomas using machine learning.
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| Title: | Metabolic signatures derived from whole-brain MR-spectroscopy identify early tumor progression in high-grade gliomas using machine learning. |
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| Authors: | Rivera CA; Department of Neurosurgery, University of Miami Miller School of Medicine, Miami, FL, USA. car909@med.miami.edu., Bhatia S; Department of Neurosurgery, University of Miami Miller School of Medicine, Miami, FL, USA.; Department of Neurosurgery, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA., Morell AA; Department of Neurosurgery, University of Miami Miller School of Medicine, Miami, FL, USA.; Department of Critical Care, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA., Daggubati LC; Department of Neurosurgery, University of Miami Miller School of Medicine, Miami, FL, USA.; Surgical Neuro-Oncology, District of Columbia, George Washington Medical Faculty Associates, Washington, USA., Merenzon MA; Department of Neurosurgery, University of Miami Miller School of Medicine, Miami, FL, USA.; Department of Neurosurgery, Yale University School of Medicine, New Haven, CT, USA., Sheriff SA; Department of Radiation Oncology, University of Miami Miller School of Medicine, Miami, FL, USA.; Department of Radiology, University of Miami Miller School of Medicine, Miami, FL, USA., Luther E; Department of Neurosurgery, University of Miami Miller School of Medicine, Miami, FL, USA.; Department of Neurosurgery, Allegheny Health Network, Pittsburgh, PA, USA., Chandar J; Department of Neurosurgery, University of Miami Miller School of Medicine, Miami, FL, USA.; Herbert Wertheim College of Medicine, Florida International University, Miami, FL, USA., S Levy A; Department of Neurosurgery, University of Miami Miller School of Medicine, Miami, FL, USA., Metzler AR; Department of Neurosurgery, University of Miami Miller School of Medicine, Miami, FL, USA., Berke CN; Department of Neurosurgery, University of Miami Miller School of Medicine, Miami, FL, USA., Goryawala M; Department of Radiology, University of Miami Miller School of Medicine, Miami, FL, USA., Mellon EA; Department of Radiation Oncology, University of Miami Miller School of Medicine, Miami, FL, USA.; Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, 1475 NW 12th Ave, Miami, FL, USA., Bhatia RG; Department of Radiology, University of Miami Miller School of Medicine, Miami, FL, USA., Nagornaya N; Department of Radiology, University of Miami Miller School of Medicine, Miami, FL, USA., Saigal G; Department of Radiology, University of Miami Miller School of Medicine, Miami, FL, USA., I de la Fuente M; Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, 1475 NW 12th Ave, Miami, FL, USA.; Department of Neurology, University of Miami Miller School of Medicine, Miami, FL, USA., Komotar RJ; Department of Neurosurgery, University of Miami Miller School of Medicine, Miami, FL, USA.; Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, 1475 NW 12th Ave, Miami, FL, USA., Ivan ME; Department of Neurosurgery, University of Miami Miller School of Medicine, Miami, FL, USA.; Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, 1475 NW 12th Ave, Miami, FL, USA., Shah AH; Department of Neurosurgery, University of Miami Miller School of Medicine, Miami, FL, USA.; Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, 1475 NW 12th Ave, Miami, FL, USA. |
| Source: | Journal of neuro-oncology [J Neurooncol] 2024 Dec; Vol. 170 (3), pp. 579-589. Date of Electronic Publication: 2024 Aug 24. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Springer Country of Publication: United States NLM ID: 8309335 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1573-7373 (Electronic) Linking ISSN: 0167594X NLM ISO Abbreviation: J Neurooncol Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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