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Diagnostic performance of neural network algorithms in skull fracture detection on CT scans: a systematic review and meta-analysis.

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Title: Diagnostic performance of neural network algorithms in skull fracture detection on CT scans: a systematic review and meta-analysis.
Authors: Sharifi G; Skull base Research Center, Loghman Hakim Hospital, Shahid Beheshti University of Medical Sciences, Tehran, Iran., Hajibeygi R; Tehran University of Medical Sciences, School of Medicine, Tehran, Iran., Zamani SAM; Department of Neurosurgery, Iranian Hospital, Dubai, United Arab Emirates., Easa AM; Department of Radiology Technology, Collage of Health and Medical Technology, Al-Ayen Iraqi University, Thi-Qar, 64001, Iraq., Bahrami A; Kashan University of Medical Sciences, Kāshān, Iran., Eshraghi R; Kashan University of Medical Sciences, Kāshān, Iran., Moafi M; Cell Biology and Anatomical Sciences, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran., Ebrahimi MJ; Cell Biology and Anatomical Sciences, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran., Fathi M; Skull base Research Center, Loghman Hakim Hospital, Shahid Beheshti University of Medical Sciences, Tehran, Iran., Mirjafari A; Department of Radiological Sciences, University of California, Los Angeles, CA, USA.; College of Osteopathic Medicine of The Pacific, Western University of Health Sciences, Pomona, CA, USA., Chan JS; Keck School of Medicine of USC, Los Angeles, CA, USA., Dixe de Oliveira Santo I; Department of Radiology and Biomedical Imaging, Yale School of Medicine, CT, USA., Anar MA; College of Medicine, University of Arizona, Tucson, AZ, USA., Rezaei O; Skull base Research Center, Loghman Hakim Hospital, Shahid Beheshti University of Medical Sciences, Tehran, Iran., Tu LH; Department of Radiology and Biomedical Imaging, Yale School of Medicine, CT, USA. long.tu@yale.edu.
Source: Emergency radiology [Emerg Radiol] 2025 Feb; Vol. 32 (1), pp. 97-111. Date of Electronic Publication: 2024 Dec 16.
Publication Type: Journal Article; Systematic Review; Meta-Analysis
Journal Info: Publisher: Springer-Verlag New York Inc Country of Publication: United States NLM ID: 9431227 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1438-1435 (Electronic) Linking ISSN: 10703004 NLM ISO Abbreviation: Emerg Radiol Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Diagnostic performance of neural network algorithms in skull fracture detection on CT scans: a systematic review and meta-analysis.
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  Data: <searchLink fieldCode="AU" term="%22Sharifi+G%22">Sharifi G</searchLink>; Skull base Research Center, Loghman Hakim Hospital, Shahid Beheshti University of Medical Sciences, Tehran, Iran.<br /><searchLink fieldCode="AU" term="%22Hajibeygi+R%22">Hajibeygi R</searchLink>; Tehran University of Medical Sciences, School of Medicine, Tehran, Iran.<br /><searchLink fieldCode="AU" term="%22Zamani+SAM%22">Zamani SAM</searchLink>; Department of Neurosurgery, Iranian Hospital, Dubai, United Arab Emirates.<br /><searchLink fieldCode="AU" term="%22Easa+AM%22">Easa AM</searchLink>; Department of Radiology Technology, Collage of Health and Medical Technology, Al-Ayen Iraqi University, Thi-Qar, 64001, Iraq.<br /><searchLink fieldCode="AU" term="%22Bahrami+A%22">Bahrami A</searchLink>; Kashan University of Medical Sciences, Kāshān, Iran.<br /><searchLink fieldCode="AU" term="%22Eshraghi+R%22">Eshraghi R</searchLink>; Kashan University of Medical Sciences, Kāshān, Iran.<br /><searchLink fieldCode="AU" term="%22Moafi+M%22">Moafi M</searchLink>; Cell Biology and Anatomical Sciences, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran.<br /><searchLink fieldCode="AU" term="%22Ebrahimi+MJ%22">Ebrahimi MJ</searchLink>; Cell Biology and Anatomical Sciences, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran.<br /><searchLink fieldCode="AU" term="%22Fathi+M%22">Fathi M</searchLink>; Skull base Research Center, Loghman Hakim Hospital, Shahid Beheshti University of Medical Sciences, Tehran, Iran.<br /><searchLink fieldCode="AU" term="%22Mirjafari+A%22">Mirjafari A</searchLink>; Department of Radiological Sciences, University of California, Los Angeles, CA, USA.; College of Osteopathic Medicine of The Pacific, Western University of Health Sciences, Pomona, CA, USA.<br /><searchLink fieldCode="AU" term="%22Chan+JS%22">Chan JS</searchLink>; Keck School of Medicine of USC, Los Angeles, CA, USA.<br /><searchLink fieldCode="AU" term="%22Dixe+de+Oliveira+Santo+I%22">Dixe de Oliveira Santo I</searchLink>; Department of Radiology and Biomedical Imaging, Yale School of Medicine, CT, USA.<br /><searchLink fieldCode="AU" term="%22Anar+MA%22">Anar MA</searchLink>; College of Medicine, University of Arizona, Tucson, AZ, USA.<br /><searchLink fieldCode="AU" term="%22Rezaei+O%22">Rezaei O</searchLink>; Skull base Research Center, Loghman Hakim Hospital, Shahid Beheshti University of Medical Sciences, Tehran, Iran.<br /><searchLink fieldCode="AU" term="%22Tu+LH%22">Tu LH</searchLink>; Department of Radiology and Biomedical Imaging, Yale School of Medicine, CT, USA. long.tu@yale.edu.
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  Data: <searchLink fieldCode="JN" term="%229431227%22">Emergency radiology</searchLink> [Emerg Radiol] 2025 Feb; Vol. 32 (1), pp. 97-111. <i>Date of Electronic Publication: </i>2024 Dec 16.
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              Text: 2025 Feb
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