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Machine learning-based models for prediction of survival in medulloblastoma: a systematic review and meta-analysis.

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Title: Machine learning-based models for prediction of survival in medulloblastoma: a systematic review and meta-analysis.
Authors: Hajikarimloo B; Department of Neurological Surgery, University of Virginia, Charlottesville, VA, USA. kjh7vp@uvahealth.org., Habibi MA; Department of Neurosurgery, Shariati Hospital, Tehran University of Medical Sciences, Tehran, Iran., Alvani MS; Student Research Committee, Faculty of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran., Meinagh SO; Department of Neurology, Shahid Beheshti University of Medical Sciences, Tehran, Iran., Kooshki A; Student Research Committee, Birjand University of Medical Sciences, Birjand, Iran., Afkhami-Ardakani O; University of Pécs, Medical School, Pécs, Hungary., Rasouli F; North Khorasan University of Medical Sciences, Bojnurd, Iran., Tos SM; Department of Neurological Surgery, University of Virginia, Charlottesville, VA, USA., Tavanaei R; Functional Neurosurgery Research Center, Shohada Tajrish Comprehensive Neurosurgical Center of Excellence, Shahid Beheshti University of Medical Sciences, Tehran, Iran., Akhlaghpasand M; Functional Neurosurgery Research Center, Shohada Tajrish Comprehensive Neurosurgical Center of Excellence, Shahid Beheshti University of Medical Sciences, Tehran, Iran., Hashemi R; Functional Neurosurgery Research Center, Shohada Tajrish Comprehensive Neurosurgical Center of Excellence, Shahid Beheshti University of Medical Sciences, Tehran, Iran., Hasanzade A; Functional Neurosurgery Research Center, Shohada Tajrish Comprehensive Neurosurgical Center of Excellence, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
Source: Neurological sciences : official journal of the Italian Neurological Society and of the Italian Society of Clinical Neurophysiology [Neurol Sci] 2025 Feb; Vol. 46 (2), pp. 689-696. Date of Electronic Publication: 2024 Nov 12.
Publication Type: Journal Article; Systematic Review; Meta-Analysis
Journal Info: Publisher: Springer-Verlag Italia Country of Publication: Italy NLM ID: 100959175 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1590-3478 (Electronic) Linking ISSN: 15901874 NLM ISO Abbreviation: Neurol Sci Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Machine learning-based models for prediction of survival in medulloblastoma: a systematic review and meta-analysis.
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  Data: <searchLink fieldCode="AU" term="%22Hajikarimloo+B%22">Hajikarimloo B</searchLink>; Department of Neurological Surgery, University of Virginia, Charlottesville, VA, USA. kjh7vp@uvahealth.org.<br /><searchLink fieldCode="AU" term="%22Habibi+MA%22">Habibi MA</searchLink>; Department of Neurosurgery, Shariati Hospital, Tehran University of Medical Sciences, Tehran, Iran.<br /><searchLink fieldCode="AU" term="%22Alvani+MS%22">Alvani MS</searchLink>; Student Research Committee, Faculty of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran.<br /><searchLink fieldCode="AU" term="%22Meinagh+SO%22">Meinagh SO</searchLink>; Department of Neurology, Shahid Beheshti University of Medical Sciences, Tehran, Iran.<br /><searchLink fieldCode="AU" term="%22Kooshki+A%22">Kooshki A</searchLink>; Student Research Committee, Birjand University of Medical Sciences, Birjand, Iran.<br /><searchLink fieldCode="AU" term="%22Afkhami-Ardakani+O%22">Afkhami-Ardakani O</searchLink>; University of Pécs, Medical School, Pécs, Hungary.<br /><searchLink fieldCode="AU" term="%22Rasouli+F%22">Rasouli F</searchLink>; North Khorasan University of Medical Sciences, Bojnurd, Iran.<br /><searchLink fieldCode="AU" term="%22Tos+SM%22">Tos SM</searchLink>; Department of Neurological Surgery, University of Virginia, Charlottesville, VA, USA.<br /><searchLink fieldCode="AU" term="%22Tavanaei+R%22">Tavanaei R</searchLink>; Functional Neurosurgery Research Center, Shohada Tajrish Comprehensive Neurosurgical Center of Excellence, Shahid Beheshti University of Medical Sciences, Tehran, Iran.<br /><searchLink fieldCode="AU" term="%22Akhlaghpasand+M%22">Akhlaghpasand M</searchLink>; Functional Neurosurgery Research Center, Shohada Tajrish Comprehensive Neurosurgical Center of Excellence, Shahid Beheshti University of Medical Sciences, Tehran, Iran.<br /><searchLink fieldCode="AU" term="%22Hashemi+R%22">Hashemi R</searchLink>; Functional Neurosurgery Research Center, Shohada Tajrish Comprehensive Neurosurgical Center of Excellence, Shahid Beheshti University of Medical Sciences, Tehran, Iran.<br /><searchLink fieldCode="AU" term="%22Hasanzade+A%22">Hasanzade A</searchLink>; Functional Neurosurgery Research Center, Shohada Tajrish Comprehensive Neurosurgical Center of Excellence, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
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  Data: <searchLink fieldCode="JN" term="%22100959175%22">Neurological sciences : official journal of the Italian Neurological Society and of the Italian Society of Clinical Neurophysiology</searchLink> [Neurol Sci] 2025 Feb; Vol. 46 (2), pp. 689-696. <i>Date of Electronic Publication: </i>2024 Nov 12.
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