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Machine Learning-Driven Metabolomic Evaluation of Cerebrospinal Fluid: Insights Into Poor Outcomes After Aneurysmal Subarachnoid Hemorrhage.

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第一作者： Matthew,Koch

第一单位： Department of Neurosurgery, Massachusetts General Hospital, Boston, Massachusetts.

作者： Matthew,Koch ^[1] ; Animesh,Acharjee ^[2] ; Zsuzsanna,Ament ^[3] ; Riana,Schleicher ^[3] ; Matthew,Bevers ^[4] ; Christopher,Stapleton ^[1] ; Aman,Patel ^[1] ; W Taylor,Kimberly ^[3]

作者单位： Department of Neurosurgery, Massachusetts General Hospital, Boston, Massachusetts. ^[1] College of Medical and Dental Sciences, Institute of Cancer and Genomic Sciences, Centre for Computational Biology and NIHR Surgical Reconstruction and Microbiology Research Centre, University Hospital Birmingham, Birmingham, United Kingdom. ^[2] Division of Neurocritical Care and Center for Genomic Medicine, Department of Neurology, Massachusetts General Hospital, Boston, Massachusetts. ^[3] Divisions of Stroke, Cerebrovascular and Critical Care Neurology, Brigham and Women's Hospital, Boston, Massachusetts. ^[4]

关键词 Aneurysm Biomarker Cerebrospinal fluid Machine learning Metabolites Metabolomics Subarachnoid hemorrhage

医学主题词人类(Humans);代谢组(Metabolome);代谢组学(Metabolomics);回顾性研究(Retrospective Studies);蛛网膜下腔出血(Subarachnoid Hemorrhage)

DOI 10.1093/neuros/nyaa557

PMID 33469656

发布时间 2024-09-23

基金项目

K23 NS112474/NS/NINDS NIH HHS/United States R01 NS099209/NS/NINDS NIH HHS/United States

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