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An artificial intelligence framework for automatic segmentation and volumetry of vestibular schwannomas from contrast-enhanced T1-weighted and high-resolution T2-weighted MRI.

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第一作者： Jonathan,Shapey

第一单位： 1Wellcome/EPSRC Centre for Interventional and Surgical Sciences, University College London.;2Department of Neurosurgery, National Hospital for Neurology and Neurosurgery, London.;3School of Biomedical Engineering & Imaging Sciences, King's College London, United Kingdom.

作者： Jonathan,Shapey ^[1] ; Guotai,Wang ^[2] ; Reuben,Dorent ^[3] ; Alexis,Dimitriadis ^[4] ; Wenqi,Li ^[3] ; Ian,Paddick ^[5] ; Neil,Kitchen ^[6] ; Sotirios,Bisdas ^[4] ; Shakeel R,Saeed ^[7] ; Sebastien,Ourselin ^[3] ; Robert,Bradford ^[6] ; Tom,Vercauteren ^[3]

作者单位： 1Wellcome/EPSRC Centre for Interventional and Surgical Sciences, University College London.;2Department of Neurosurgery, National Hospital for Neurology and Neurosurgery, London.;3School of Biomedical Engineering & Imaging Sciences, King's College London, United Kingdom. ^[1] 1Wellcome/EPSRC Centre for Interventional and Surgical Sciences, University College London.;3School of Biomedical Engineering & Imaging Sciences, King's College London, United Kingdom.;4School of Mechanical and Electrical Engineering, University of Electronic Science and Technology of China, Chengdu, China. ^[2] 3School of Biomedical Engineering & Imaging Sciences, King's College London, United Kingdom. ^[3] 6Department of Neuroradiology, National Hospital for Neurology and Neurosurgery, London. ^[4] 5Queen Square Radiosurgery Centre (Gamma Knife) and. ^[5] 2Department of Neurosurgery, National Hospital for Neurology and Neurosurgery, London.;5Queen Square Radiosurgery Centre (Gamma Knife) and. ^[6] 2Department of Neurosurgery, National Hospital for Neurology and Neurosurgery, London.;7The Ear Institute, University College London; and.;8The Royal National Throat, Nose and Ear Hospital, London, United Kingdom. ^[7]

关键词 MRI artificial intelligence convolutional neural network oncology segmentation tumor vestibular schwannoma

DOI 10.3171/2019.9.JNS191949

PMID 31812137

发布时间 2025-05-30

基金项目

203145/WT_/Wellcome Trust/United Kingdom 203148/Z/16/Z/WT_/Wellcome Trust/United Kingdom

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