Forecasting trends of rising emergency department chest imaging using machine learning.

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Title: Forecasting trends of rising emergency department chest imaging using machine learning.
Authors: Doddi S; University of Toledo College of Medicine, Toledo, OH, USA. sishir.doddi@utoledo.edu., Salichs O; University of Toledo College of Medicine, Toledo, OH, USA., Varier SK; University of Toledo College of Medicine, Toledo, OH, USA., Khandelwal A; Department of Radiology, Mayo Clinic, 200 First St, Rochester, MN, 55902, USA., Jeyaraj SK; Department of Medical Imaging, University of Toronto, 585 University Avenue, Toronto, ON, M5G 2N2, Canada., Tirumani SH; Department of Radiology, University Hospitals Cleveland Medical Center, Case Western Reserve University School of Medicine, Cleveland, OH, USA.
Source: Emergency radiology [Emerg Radiol] 2025 Apr; Vol. 32 (2), pp. 247-253. Date of Electronic Publication: 2025 Mar 08.
Publication Type: Journal Article
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: <searchLink fieldCode="AU" term="%22Doddi+S%22">Doddi S</searchLink>; University of Toledo College of Medicine, Toledo, OH, USA. sishir.doddi@utoledo.edu.<br /><searchLink fieldCode="AU" term="%22Salichs+O%22">Salichs O</searchLink>; University of Toledo College of Medicine, Toledo, OH, USA.<br /><searchLink fieldCode="AU" term="%22Varier+SK%22">Varier SK</searchLink>; University of Toledo College of Medicine, Toledo, OH, USA.<br /><searchLink fieldCode="AU" term="%22Khandelwal+A%22">Khandelwal A</searchLink>; Department of Radiology, Mayo Clinic, 200 First St, Rochester, MN, 55902, USA.<br /><searchLink fieldCode="AU" term="%22Jeyaraj+SK%22">Jeyaraj SK</searchLink>; Department of Medical Imaging, University of Toronto, 585 University Avenue, Toronto, ON, M5G 2N2, Canada.<br /><searchLink fieldCode="AU" term="%22Tirumani+SH%22">Tirumani SH</searchLink>; Department of Radiology, University Hospitals Cleveland Medical Center, Case Western Reserve University School of Medicine, Cleveland, OH, USA.
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  Data: <searchLink fieldCode="JN" term="%229431227%22">Emergency radiology</searchLink> [Emerg Radiol] 2025 Apr; Vol. 32 (2), pp. 247-253. <i>Date of Electronic Publication: </i>2025 Mar 08.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Springer-Verlag+New+York+Inc%22">Springer-Verlag New York Inc </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>9431227 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1438-1435 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2210703004%22">10703004 </searchLink><i>NLM ISO Abbreviation: </i>Emerg Radiol <i>Subsets: </i>MEDLINE
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        Value: 10.1007/s10140-025-02328-3
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      – Code: eng
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              Text: 2025 Apr
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            – TitleFull: Emergency radiology
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