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11.发明授权公开(公告)号：US09646229B2
公开(公告)日：2017-05-09
申请号：US14041029
申请日：2013-09-30
申请人： Michal Sofka , Meizhu Liu , Dijia Wu , Shaohua Kevin Zhou
发明人： Michal Sofka , Meizhu Liu , Dijia Wu , Shaohua Kevin Zhou
CPC分类号： G06K9/66 , G06T7/0014 , G06T7/10 , G06T2207/10081 , G06T2207/10088 , G06T2207/20081 , G06T2207/30004
摘要： A method and system for automatic bone segmentation and landmark detection for joint replacement surgery is disclosed. A 3D medical image of at least a target joint region of a patient is received. A plurality bone structures are automatically segmented in the target joint region of the 3D medical image and a plurality of landmarks associated with a joint replacement surgery are automatically detected in the target joint region of the 3D medical image. The boundaries of segmented bone structures can then be interactively refined based on user inputs.
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12.发明申请公开(公告)号：US20140093153A1
公开(公告)日：2014-04-03
申请号：US14041029
申请日：2013-09-30
申请人： Michal Sofka , Meizhu Liu , Dijia Wu , Shaohua Kevin Zhou
发明人： Michal Sofka , Meizhu Liu , Dijia Wu , Shaohua Kevin Zhou
CPC分类号： G06K9/66 , G06T7/0014 , G06T7/10 , G06T2207/10081 , G06T2207/10088 , G06T2207/20081 , G06T2207/30004
摘要： A method and system for automatic bone segmentation and landmark detection for joint replacement surgery is disclosed. A 3D medical image of at least a target joint region of a patient is received. A plurality bone structures are automatically segmented in the target joint region of the 3D medical image and a plurality of landmarks associated with a joint replacement surgery are automatically detected in the target joint region of the 3D medical image. The boundaries of segmented bone structures can then be interactively refined based on user inputs.
摘要翻译： 公开了一种用于关节置换手术的自动骨分割和地标检测的方法和系统。 接收患者的至少目标关节区域的3D医学图像。 在3D医疗图像的目标关节区域中自动分割多个骨骼结构，并且在3D医疗图像的目标关节区域中自动检测与关节置换手术相关联的多个界标。 然后可以基于用户输入交互地改进分段骨结构的边界。
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公开(公告)号：US20200058106A1
公开(公告)日：2020-02-20
申请号：US16541511
申请日：2019-08-15
申请人： Carole Lazarus , Prantik Kundu , Sunli Tang , Seyed Sadegh Moshen Salehi , Michal Sofka , Jo Schlemper , Hadrien A. Dyvorne , Rafael O'Halloran , Laura Sacolick , Michael Stephen Poole , Jonathan M. Rothberg
发明人： Carole Lazarus , Prantik Kundu , Sunli Tang , Seyed Sadegh Moshen Salehi , Michal Sofka , Jo Schlemper , Hadrien A. Dyvorne , Rafael O'Halloran , Laura Sacolick , Michael Stephen Poole , Jonathan M. Rothberg
摘要： Techniques for removing artefacts, such as RF interference and/or noise, from magnetic resonance data. The techniques include: obtaining input magnetic resonance (MR) data using at least one radio-frequency (RF) coil of a magnetic resonance imaging (MRI) system; and generating an MR image from input MR data at least in part by using a neural network model to suppress at least one artefact in the input MR data.
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公开(公告)号：US20170360411A1
公开(公告)日：2017-12-21
申请号：US15626925
申请日：2017-06-19
申请人： Alex Rothberg , Matthew de Jonge , Jimmy Jia , Daniel Nouri , Jonathan M. Rothberg , Michal Sofka
发明人： Alex Rothberg , Matthew de Jonge , Jimmy Jia , Daniel Nouri , Jonathan M. Rothberg , Michal Sofka
CPC分类号： A61B8/46 , A61B8/02 , A61B8/06 , A61B8/065 , A61B8/0833 , A61B8/085 , A61B8/0883 , A61B8/4263 , A61B8/4427 , A61B8/463 , A61B8/52 , A61B8/5207 , A61B8/5215 , A61B8/5223 , A61B2034/2065 , A61B2090/365 , A61B2090/378 , A61B2090/3937 , G06K9/00912 , G06K9/4628 , G06K9/6271 , G06K9/66 , G06K2209/05 , G06T7/0012 , G06T7/0014 , G06T7/70 , G06T11/60 , G06T19/006 , G06T2207/10132 , G06T2207/20081 , G06T2207/20084 , G06T2207/20221 , G06T2207/30048 , G06T2207/30061 , G06T2210/41
摘要： Aspects of the technology described herein relate to techniques for guiding an operator to use an ultrasound device. Thereby, operators with little or no experience operating ultrasound devices may capture medically relevant ultrasound images and/or interpret the contents of the obtained ultrasound images. For example, some of the techniques disclosed herein may be used to identify a particular anatomical view of a subject to image with an ultrasound device, guide an operator of the ultrasound device to capture an ultrasound image of the subject that contains the particular anatomical view, and/or analyze the captured ultrasound image to identify medical information about the subject.
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公开(公告)号：US20170360403A1
公开(公告)日：2017-12-21
申请号：US15626844
申请日：2017-06-19
申请人： Alex Rothberg , Matthew de Jonge , Jimmy Jia , Daniel Nouri , Jonathan M. Rothberg , Michal Sofka
发明人： Alex Rothberg , Matthew de Jonge , Jimmy Jia , Daniel Nouri , Jonathan M. Rothberg , Michal Sofka
CPC分类号： A61B8/46 , A61B8/02 , A61B8/06 , A61B8/065 , A61B8/0833 , A61B8/085 , A61B8/0883 , A61B8/4263 , A61B8/4427 , A61B8/463 , A61B8/52 , A61B8/5207 , A61B8/5215 , A61B8/5223 , A61B2034/2065 , A61B2090/365 , A61B2090/378 , A61B2090/3937 , G06K9/00912 , G06K9/4628 , G06K9/6271 , G06K9/66 , G06K2209/05 , G06T7/0012 , G06T7/0014 , G06T7/70 , G06T11/60 , G06T19/006 , G06T2207/10132 , G06T2207/20081 , G06T2207/20084 , G06T2207/20221 , G06T2207/30048 , G06T2207/30061 , G06T2210/41
摘要： Aspects of the technology described herein relate to techniques for guiding an operator to use an ultrasound device. Thereby, operators with little or no experience operating ultrasound devices may capture medically relevant ultrasound images and/or interpret the contents of the obtained ultrasound images. For example, some of the techniques disclosed herein may be used to identify a particular anatomical view of a subject to image with an ultrasound device, guide an operator of the ultrasound device to capture an ultrasound image of the subject that contains the particular anatomical view, and/or analyze the captured ultrasound image to identify medical information about the subject.
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公开(公告)号：US20170360402A1
公开(公告)日：2017-12-21
申请号：US15626771
申请日：2017-06-19
申请人： Matthew de Jonge , Robert Schneider , David Elgena , Alex Rothberg , Jonathan M. Rothberg , Michal Sofka , Tomer Gafner , Karl Thiele
发明人： Matthew de Jonge , Robert Schneider , David Elgena , Alex Rothberg , Jonathan M. Rothberg , Michal Sofka , Tomer Gafner , Karl Thiele
摘要： Aspects of the technology described herein relate to techniques for guiding an operator to use an ultrasound device. Thereby, operators with little or no experience operating ultrasound devices may capture medically relevant ultrasound images and/or interpret the contents of the obtained ultrasound images. For example, some of the techniques disclosed herein may be used to identify a particular anatomical view of a subject to image with an ultrasound device, guide an operator of the ultrasound device to capture an ultrasound image of the subject that contains the particular anatomical view, and/or analyze the captured ultrasound image to identify medical information about the subject.
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公开(公告)号：US20200034998A1
公开(公告)日：2020-01-30
申请号：US16524598
申请日：2019-07-29
申请人： Jo Schlemper , Seyed Sadegh Moshen Salehi , Michal Sofka , Prantik Kundu , Ziyi Wang , Carole Lazarus , Hadrien A. Dyvorne , Laura Sacolick , Rafael O'Halloran , Jonathan M. Rothberg
发明人： Jo Schlemper , Seyed Sadegh Moshen Salehi , Michal Sofka , Prantik Kundu , Ziyi Wang , Carole Lazarus , Hadrien A. Dyvorne , Laura Sacolick , Rafael O'Halloran , Jonathan M. Rothberg
摘要： A magnetic resonance imaging (MRI) system, comprising: a magnetics system comprising: a B0 magnet configured to provide a B0 field for the MRI system; gradient coils configured to provide gradient fields for the MRI system; and at least one RF coil configured to detect magnetic resonance (MR) signals; and a controller configured to: control the magnetics system to acquire MR spatial frequency data using non-Cartesian sampling; and generate an MR image from the acquired MR spatial frequency data using a neural network model comprising one or more neural network blocks including a first neural network block, wherein the first neural network block is configured to perform data consistency processing using a non-uniform Fourier transformation.
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公开(公告)号：US20060052686A1
公开(公告)日：2006-03-09
申请号：US11185603
申请日：2005-07-20
申请人： Li Zhang , Michal Sofka , Ulf Schafer
发明人： Li Zhang , Michal Sofka , Ulf Schafer
IPC分类号： A61B5/05
CPC分类号： G06T7/32 , G06T2200/04 , G06T2207/10088 , G06T2207/30101
摘要： Multiple volumes that are to be aligned to form a single volume are processed. The system and method use an equalization step, a edge detection step and a correlation step to determine the overlapping positions between the first volume and the second volume of a volume pair having a maximum correlation value, and the best alignment of the first volume and the second volume of the volume pair is determined by the correlation value. A coarse correlation step using lower resolution volumes can be performed first followed by a fine correlation step using higher resolution images to save processing time. Initial preprocessing steps such as volume shearing can be performed. Equalization involves equalizing voxel size and edge detection can be performed using a Canny edge detector.
摘要翻译： 要对齐以形成单个卷的多个卷将被处理。 系统和方法使用均衡步骤，边缘检测步骤和相关步骤来确定具有最大相关值的体积对的第一体积和第二体积之间的重叠位置，并且第一体积和 体积对的第二体积由相关值确定。 可以首先执行使用较低分辨率体积的粗相关步骤，然后使用较高分辨率图像的精细相关步骤来节省处理时间。 可以执行诸如体积剪切的初始预处理步骤。 均衡涉及均衡体素大小，边缘检测可以使用Canny边缘检测器进行。
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公开(公告)号：US20170360412A1
公开(公告)日：2017-12-21
申请号：US15626954
申请日：2017-06-19
申请人： Alex Rothberg , Matthew de Jonge , Jimmy Jia , Daniel Nouri , Jonathan M. Rothberg , Michal Sofka , David Elgena , Mark Michalski , Tomer Gafner
发明人： Alex Rothberg , Matthew de Jonge , Jimmy Jia , Daniel Nouri , Jonathan M. Rothberg , Michal Sofka , David Elgena , Mark Michalski , Tomer Gafner
CPC分类号： A61B8/46 , A61B8/02 , A61B8/06 , A61B8/065 , A61B8/0833 , A61B8/085 , A61B8/0883 , A61B8/4263 , A61B8/4427 , A61B8/463 , A61B8/52 , A61B8/5207 , A61B8/5215 , A61B8/5223 , A61B2034/2065 , A61B2090/365 , A61B2090/378 , A61B2090/3937 , G06K9/00912 , G06K9/4628 , G06K9/6271 , G06K9/66 , G06K2209/05 , G06T7/0012 , G06T7/0014 , G06T7/70 , G06T11/60 , G06T19/006 , G06T2207/10132 , G06T2207/20081 , G06T2207/20084 , G06T2207/20221 , G06T2207/30048 , G06T2207/30061 , G06T2210/41
摘要： Aspects of the technology described herein relate to techniques for guiding an operator to use an ultrasound device. Thereby, operators with little or no experience operating ultrasound devices may capture medically relevant ultrasound images and/or interpret the contents of the obtained ultrasound images. For example, some of the techniques disclosed herein may be used to identify a particular anatomical view of a subject to image with an ultrasound device, guide an operator of the ultrasound device to capture an ultrasound image of the subject that contains the particular anatomical view, and/or analyze the captured ultrasound image to identify medical information about the subject.
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公开(公告)号：US07711161B2
公开(公告)日：2010-05-04
申请号：US11204790
申请日：2005-08-16
申请人： Michal Sofka , Li Zhang , Ulf Schäfer
发明人： Michal Sofka , Li Zhang , Ulf Schäfer
IPC分类号： G06K9/00
CPC分类号： G06T7/33 , G06T2207/10088 , G06T2207/20101 , G06T2207/30004
摘要： Method and apparatus for determining the quality of alignment of a pair of volumes of data of medical images is disclosed. The method for validating the alignment includes selecting one or more points in the first volume and one or more points in the second volume, determining the average distance between the one or more points in the first volume and the one or more points in the second volume, determining a distortion category based on the average distance, determining an average noise level in the first and second volumes, and assigning a Q value indicative of the quality of the alignment based on the distortion category.
摘要翻译： 公开了用于确定一对体积的医学图像数据的对准质量的方法和装置。 验证对准的方法包括选择第一体积中的一个或多个点和第二体积中的一个或多个点，确定第一体积中的一个或多个点与第二体积中的一个或多个点之间的平均距离 基于所述平均距离确定失真类别，确定所述第一和第二体积中的平均噪声水平，以及基于所述失真类别分配指示所述对准的质量的Q值。
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