2023年3月21日
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开发和外部验证的学习算法来识别和定位蛛网膜下腔出血CT扫描
第一次出版2023年1月13日,
DOI: https://doi.org/10.1212/WNL.0000000000201710
安东尼奥Thanellas
部门的信息管理(A.T.),赫尔辛基大学医院,赫尔辛基芬兰;神经外科、赫尔辛基大学和赫尔辛基大学医院(惠普纳瑞雅南),芬兰赫尔辛基;CGI(马丁,T.R.), Helsinki, Finland; Machine Intelligence in Clinical Neuroscience (MICN) Laboratory, Department of Neurosurgery (M.V., V.E.S., S.W., L.R.), Clinical Neuroscience Center, University Hospital Zurich, University of Zurich, Zurich, Switzerland; Department of Neuroradiology (C.S.), Clinical Neuroscience Center, University Hospital Zurich, University of Zurich, Zurich, Switzerland.
海基Peura
部门的信息管理(A.T.),赫尔辛基大学医院,赫尔辛基芬兰;神经外科、赫尔辛基大学和赫尔辛基大学医院(惠普纳瑞雅南),芬兰赫尔辛基;CGI(马丁,T.R.), Helsinki, Finland; Machine Intelligence in Clinical Neuroscience (MICN) Laboratory, Department of Neurosurgery (M.V., V.E.S., S.W., L.R.), Clinical Neuroscience Center, University Hospital Zurich, University of Zurich, Zurich, Switzerland; Department of Neuroradiology (C.S.), Clinical Neuroscience Center, University Hospital Zurich, University of Zurich, Zurich, Switzerland.
Mikko Lavinto
部门的信息管理(A.T.),赫尔辛基大学医院,赫尔辛基芬兰;神经外科、赫尔辛基大学和赫尔辛基大学医院(惠普纳瑞雅南),芬兰赫尔辛基;CGI(马丁,T.R.), Helsinki, Finland; Machine Intelligence in Clinical Neuroscience (MICN) Laboratory, Department of Neurosurgery (M.V., V.E.S., S.W., L.R.), Clinical Neuroscience Center, University Hospital Zurich, University of Zurich, Zurich, Switzerland; Department of Neuroradiology (C.S.), Clinical Neuroscience Center, University Hospital Zurich, University of Zurich, Zurich, Switzerland.
托米- Ruokola
部门的信息管理(A.T.),赫尔辛基大学医院,赫尔辛基芬兰;神经外科、赫尔辛基大学和赫尔辛基大学医院(惠普纳瑞雅南),芬兰赫尔辛基;CGI(马丁,T.R.), Helsinki, Finland; Machine Intelligence in Clinical Neuroscience (MICN) Laboratory, Department of Neurosurgery (M.V., V.E.S., S.W., L.R.), Clinical Neuroscience Center, University Hospital Zurich, University of Zurich, Zurich, Switzerland; Department of Neuroradiology (C.S.), Clinical Neuroscience Center, University Hospital Zurich, University of Zurich, Zurich, Switzerland.
莫伊拉Vieli
部门的信息管理(A.T.),赫尔辛基大学医院,赫尔辛基芬兰;神经外科、赫尔辛基大学和赫尔辛基大学医院(惠普纳瑞雅南),芬兰赫尔辛基;CGI(马丁,T.R.), Helsinki, Finland; Machine Intelligence in Clinical Neuroscience (MICN) Laboratory, Department of Neurosurgery (M.V., V.E.S., S.W., L.R.), Clinical Neuroscience Center, University Hospital Zurich, University of Zurich, Zurich, Switzerland; Department of Neuroradiology (C.S.), Clinical Neuroscience Center, University Hospital Zurich, University of Zurich, Zurich, Switzerland.
Victor e . Staartjes
部门的信息管理(A.T.),赫尔辛基大学医院,赫尔辛基芬兰;神经外科、赫尔辛基大学和赫尔辛基大学医院(惠普纳瑞雅南),芬兰赫尔辛基;CGI(马丁,T.R.), Helsinki, Finland; Machine Intelligence in Clinical Neuroscience (MICN) Laboratory, Department of Neurosurgery (M.V., V.E.S., S.W., L.R.), Clinical Neuroscience Center, University Hospital Zurich, University of Zurich, Zurich, Switzerland; Department of Neuroradiology (C.S.), Clinical Neuroscience Center, University Hospital Zurich, University of Zurich, Zurich, Switzerland.
塞巴斯蒂安Winklhofer
部门的信息管理(A.T.),赫尔辛基大学医院,赫尔辛基芬兰;神经外科、赫尔辛基大学和赫尔辛基大学医院(惠普纳瑞雅南),芬兰赫尔辛基;CGI(马丁,T.R.), Helsinki, Finland; Machine Intelligence in Clinical Neuroscience (MICN) Laboratory, Department of Neurosurgery (M.V., V.E.S., S.W., L.R.), Clinical Neuroscience Center, University Hospital Zurich, University of Zurich, Zurich, Switzerland; Department of Neuroradiology (C.S.), Clinical Neuroscience Center, University Hospital Zurich, University of Zurich, Zurich, Switzerland.
卡罗塞拉
部门的信息管理(A.T.),赫尔辛基大学医院,赫尔辛基芬兰;神经外科、赫尔辛基大学和赫尔辛基大学医院(惠普纳瑞雅南),芬兰赫尔辛基;CGI(马丁,T.R.), Helsinki, Finland; Machine Intelligence in Clinical Neuroscience (MICN) Laboratory, Department of Neurosurgery (M.V., V.E.S., S.W., L.R.), Clinical Neuroscience Center, University Hospital Zurich, University of Zurich, Zurich, Switzerland; Department of Neuroradiology (C.S.), Clinical Neuroscience Center, University Hospital Zurich, University of Zurich, Zurich, Switzerland.
卢卡Regli
部门的信息管理(A.T.),赫尔辛基大学医院,赫尔辛基芬兰;神经外科、赫尔辛基大学和赫尔辛基大学医院(惠普纳瑞雅南),芬兰赫尔辛基;CGI(马丁,T.R.), Helsinki, Finland; Machine Intelligence in Clinical Neuroscience (MICN) Laboratory, Department of Neurosurgery (M.V., V.E.S., S.W., L.R.), Clinical Neuroscience Center, University Hospital Zurich, University of Zurich, Zurich, Switzerland; Department of Neuroradiology (C.S.), Clinical Neuroscience Center, University Hospital Zurich, University of Zurich, Zurich, Switzerland.
Miikka Korja
部门的信息管理(A.T.),赫尔辛基大学医院,赫尔辛基芬兰;神经外科、赫尔辛基大学和赫尔辛基大学医院(惠普纳瑞雅南),芬兰赫尔辛基;CGI(马丁,T.R.), Helsinki, Finland; Machine Intelligence in Clinical Neuroscience (MICN) Laboratory, Department of Neurosurgery (M.V., V.E.S., S.W., L.R.), Clinical Neuroscience Center, University Hospital Zurich, University of Zurich, Zurich, Switzerland; Department of Neuroradiology (C.S.), Clinical Neuroscience Center, University Hospital Zurich, University of Zurich, Zurich, Switzerland.
开发和外部验证的学习算法来识别和定位蛛网膜下腔出血CT扫描
安东尼奥Thanellas,海基Peura,MikkoLavinto,托米-Ruokola,莫伊拉Vieli,Victor E。Staartjes,塞巴斯蒂安。Winklhofer,卡洛塞拉,卢卡Regli,MiikkaKorja
半岛投注体育官网
2023年3月,
One hundred.
(12)
e1257-e1266;
DOI:10.1212 / WNL.0000000000201710
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文章数据和数据
数据
图2
分割结果的例子
(一)深入学习算法训练。算法的总体敏感性被认为是令人满意的,它识别和本地化SAH轴头CT片和广泛的长官(左上角图片),沟的SAH图像(右上),裸奔夹工件(左下图)和扭曲(右下角图片)。相同的图片介绍了面板B没有细分。SAH =蛛网膜下腔出血。
表
信:快速的网络通信
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