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The use of a convolutional neural network to automate radiologic scoring of computed tomography of paranasal sinuses.

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Title: The use of a convolutional neural network to automate radiologic scoring of computed tomography of paranasal sinuses.
Authors: Lee DJ; Department of Otolaryngology-Head and Neck Surgery, Unity Health TorontoSt. Michael's Hospital, University of Toronto, 30 Bond Street, 8 Cardinal Carter Wing, Toronto, ON, M5B 1W8, Canada. Daniel.Lee@unityhealth.to.; Division of Otolaryngology-Head and Neck Surgery, Department of Surgery, North York General Hospital, University of Toronto, Toronto, Canada. Daniel.Lee@unityhealth.to., Hamghalam M; School of Computing, Queen's University, Kingston, ON, Canada.; Department of Electrical Engineering, Qazvin Branch, Islamic Azad University, Qazvin, Iran., Wang L; Department of Otolaryngology-Head and Neck Surgery, Unity Health TorontoSt. Michael's Hospital, University of Toronto, 30 Bond Street, 8 Cardinal Carter Wing, Toronto, ON, M5B 1W8, Canada., Lin HM; Department of Electrical Engineering, Qazvin Branch, Islamic Azad University, Qazvin, Iran., Colak E; Department of Electrical Engineering, Qazvin Branch, Islamic Azad University, Qazvin, Iran.; The Li Ka Shing Centre for Healthcare Analytics Research & Training, Unity Health Toronto, St. Michael's Hospital, Toronto, Canada., Mamdani M; Department of Electrical Engineering, Qazvin Branch, Islamic Azad University, Qazvin, Iran., Simpson AL; School of Computing, Queen's University, Kingston, ON, Canada.; Department of Medical Imaging, Unity Health Toronto, University of Toronto, Toronto, Canada., Lee JM; Department of Otolaryngology-Head and Neck Surgery, Unity Health TorontoSt. Michael's Hospital, University of Toronto, 30 Bond Street, 8 Cardinal Carter Wing, Toronto, ON, M5B 1W8, Canada.
Source: Biomedical engineering online [Biomed Eng Online] 2025 Apr 27; Vol. 24 (1), pp. 49. Date of Electronic Publication: 2025 Apr 27.
Publication Type: Journal Article
Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 101147518 Publication Model: Electronic Cited Medium: Internet ISSN: 1475-925X (Electronic) Linking ISSN: 1475925X NLM ISO Abbreviation: Biomed Eng Online Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Lee+DJ%22">Lee DJ</searchLink>; Department of Otolaryngology-Head and Neck Surgery, Unity Health TorontoSt. Michael's Hospital, University of Toronto, 30 Bond Street, 8 Cardinal Carter Wing, Toronto, ON, M5B 1W8, Canada. Daniel.Lee@unityhealth.to.; Division of Otolaryngology-Head and Neck Surgery, Department of Surgery, North York General Hospital, University of Toronto, Toronto, Canada. Daniel.Lee@unityhealth.to.<br /><searchLink fieldCode="AU" term="%22Hamghalam+M%22">Hamghalam M</searchLink>; School of Computing, Queen's University, Kingston, ON, Canada.; Department of Electrical Engineering, Qazvin Branch, Islamic Azad University, Qazvin, Iran.<br /><searchLink fieldCode="AU" term="%22Wang+L%22">Wang L</searchLink>; Department of Otolaryngology-Head and Neck Surgery, Unity Health TorontoSt. Michael's Hospital, University of Toronto, 30 Bond Street, 8 Cardinal Carter Wing, Toronto, ON, M5B 1W8, Canada.<br /><searchLink fieldCode="AU" term="%22Lin+HM%22">Lin HM</searchLink>; Department of Electrical Engineering, Qazvin Branch, Islamic Azad University, Qazvin, Iran.<br /><searchLink fieldCode="AU" term="%22Colak+E%22">Colak E</searchLink>; Department of Electrical Engineering, Qazvin Branch, Islamic Azad University, Qazvin, Iran.; The Li Ka Shing Centre for Healthcare Analytics Research & Training, Unity Health Toronto, St. Michael's Hospital, Toronto, Canada.<br /><searchLink fieldCode="AU" term="%22Mamdani+M%22">Mamdani M</searchLink>; Department of Electrical Engineering, Qazvin Branch, Islamic Azad University, Qazvin, Iran.<br /><searchLink fieldCode="AU" term="%22Simpson+AL%22">Simpson AL</searchLink>; School of Computing, Queen's University, Kingston, ON, Canada.; Department of Medical Imaging, Unity Health Toronto, University of Toronto, Toronto, Canada.<br /><searchLink fieldCode="AU" term="%22Lee+JM%22">Lee JM</searchLink>; Department of Otolaryngology-Head and Neck Surgery, Unity Health TorontoSt. Michael's Hospital, University of Toronto, 30 Bond Street, 8 Cardinal Carter Wing, Toronto, ON, M5B 1W8, Canada.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22BioMed+Central%22">BioMed Central </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>101147518 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1475-925X (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%221475925X%22">1475925X </searchLink><i>NLM ISO Abbreviation: </i>Biomed Eng Online <i>Subsets: </i>MEDLINE
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