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miRNA liquid biopsy combined with MRI radiomics for improved outcome prediction in glioblastoma: integrated machine learning analysis of longitudinal data from 73 patients.

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Title: miRNA liquid biopsy combined with MRI radiomics for improved outcome prediction in glioblastoma: integrated machine learning analysis of longitudinal data from 73 patients.
Authors: Leary OP; Laboratory of Cancer Epigenetics & Plasticity, Brown University, Providence, Rhode Island.; Department of Neurosurgery, Rhode Island Hospital & Brown University, Providence, Rhode Island., Ma Z; Department of Diagnostic Imaging, Rhode Island Hospital & Brown University, Providence, Rhode Island.; Radiology AI Lab, Rhode Island Hospital & Brown University, Providence, Rhode Island., Hwang H; Laboratory of Cancer Epigenetics & Plasticity, Brown University, Providence, Rhode Island., Pizzagalli MD; Laboratory of Cancer Epigenetics & Plasticity, Brown University, Providence, Rhode Island., Zhong Z; Department of Diagnostic Imaging, Rhode Island Hospital & Brown University, Providence, Rhode Island.; Radiology AI Lab, Rhode Island Hospital & Brown University, Providence, Rhode Island., Tran L; Laboratory of Cancer Epigenetics & Plasticity, Brown University, Providence, Rhode Island.; Department of Neurosurgery, Rhode Island Hospital & Brown University, Providence, Rhode Island., Voong V; Laboratory of Cancer Epigenetics & Plasticity, Brown University, Providence, Rhode Island., Choi A; Department of Neurosurgery, Rhode Island Hospital & Brown University, Providence, Rhode Island., Arditi J; Department of Neurosurgery, Rhode Island Hospital & Brown University, Providence, Rhode Island., Zhu M; Department of Neurosurgery, Rhode Island Hospital & Brown University, Providence, Rhode Island., Duffy M; Department of Neurosurgery, Rhode Island Hospital & Brown University, Providence, Rhode Island., Boxerman JL; Department of Diagnostic Imaging, Rhode Island Hospital & Brown University, Providence, Rhode Island., Klinge PM; Department of Neurosurgery, Rhode Island Hospital & Brown University, Providence, Rhode Island., Jiao Z; Department of Diagnostic Imaging, Rhode Island Hospital & Brown University, Providence, Rhode Island.; Radiology AI Lab, Rhode Island Hospital & Brown University, Providence, Rhode Island., Tapinos N; Laboratory of Cancer Epigenetics & Plasticity, Brown University, Providence, Rhode Island.; Department of Neurosurgery, Rhode Island Hospital & Brown University, Providence, Rhode Island.
Source: Neuro-oncology advances [Neurooncol Adv] 2026 May 16; Vol. 8 (1), pp. vdag131. Date of Electronic Publication: 2026 May 16 (Print Publication: 2026).
Publication Type: Journal Article
Journal Info: Publisher: Oxford University Press Country of Publication: England NLM ID: 101755003 Publication Model: eCollection Cited Medium: Internet ISSN: 2632-2498 (Electronic) Linking ISSN: 26322498 NLM ISO Abbreviation: Neurooncol Adv Subsets: PubMed not MEDLINE
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  Data: miRNA liquid biopsy combined with MRI radiomics for improved outcome prediction in glioblastoma: integrated machine learning analysis of longitudinal data from 73 patients.
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  Data: <searchLink fieldCode="JN" term="%22101755003%22">Neuro-oncology advances</searchLink> [Neurooncol Adv] 2026 May 16; Vol. 8 (1), pp. vdag131. <i>Date of Electronic Publication: </i>2026 May 16 (<i>Print Publication: </i>2026).
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Oxford+University+Press%22">Oxford University Press </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>101755003 <i>Publication Model: </i>eCollection <i>Cited Medium: </i>Internet <i>ISSN: </i>2632-2498 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2226322498%22">26322498 </searchLink><i>NLM ISO Abbreviation: </i>Neurooncol Adv <i>Subsets: </i>PubMed not MEDLINE
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