[go: up one dir, main page]

CN112037277A - A 3D visualization method based on spine 3D ultrasound volume data - Google Patents

A 3D visualization method based on spine 3D ultrasound volume data Download PDF

Info

Publication number
CN112037277A
CN112037277A CN202010757050.XA CN202010757050A CN112037277A CN 112037277 A CN112037277 A CN 112037277A CN 202010757050 A CN202010757050 A CN 202010757050A CN 112037277 A CN112037277 A CN 112037277A
Authority
CN
China
Prior art keywords
spinous process
spine
vertebral
dimensional
volume data
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Granted
Application number
CN202010757050.XA
Other languages
Chinese (zh)
Other versions
CN112037277B (en
Inventor
周光泉
黎东升
周平
何思渊
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Southeast University
Original Assignee
Southeast University
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Southeast University filed Critical Southeast University
Priority to CN202010757050.XA priority Critical patent/CN112037277B/en
Publication of CN112037277A publication Critical patent/CN112037277A/en
Application granted granted Critical
Publication of CN112037277B publication Critical patent/CN112037277B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/70Determining position or orientation of objects or cameras
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T17/00Three dimensional [3D] modelling, e.g. data description of 3D objects
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/10Image acquisition modality
    • G06T2207/10132Ultrasound image
    • G06T2207/101363D ultrasound image
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/30Subject of image; Context of image processing
    • G06T2207/30004Biomedical image processing
    • G06T2207/30008Bone
    • G06T2207/30012Spine; Backbone

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Computer Graphics (AREA)
  • Geometry (AREA)
  • Software Systems (AREA)
  • Ultra Sonic Daignosis Equipment (AREA)

Abstract

一种基于脊柱三维超声体数据的三维可视化方法,基于脊柱的三维超声体数据,对皮肤表面的不同深度生成冠状剖面投影图和矢状剖面投影图;在矢状剖面投影图上确定各脊椎棘突及其尖端位置并在对应深度的冠状剖面投影图中分割定位各脊椎棘突与脊椎椎体交界位置;基于脊椎棘突的尖端及脊椎棘突与脊椎椎体交界位置,确定三维超声数据坐标系下各脊椎的空间位置及其姿态;基于标准脊椎的三维显示模型,对各脊椎分别确定脊椎棘突与脊椎椎体交界位置的左右两端点及脊椎棘突的尖端共三处特征点在三维显示模型中的匹配点;根据各脊椎在三维超声数据坐标系的空间位置,匹配标准三维显示模型在三维超声数据坐标系的对应空间位置,生成整体三维脊柱模型。

Figure 202010757050

A three-dimensional visualization method based on three-dimensional ultrasound volume data of the spine. Based on the three-dimensional ultrasound volume data of the spine, a coronal section projection map and a sagittal section projection map are generated for different depths of the skin surface; each vertebral spine is determined on the sagittal section projection map. The position of the vertebral process and its tip is segmented and located in the coronal section projection map of the corresponding depth, and the junction position between each vertebral spinous process and the vertebral body is segmented; based on the tip of the vertebral spinous process and the junction position between the vertebral spinous process and the vertebral body, the coordinates of the three-dimensional ultrasound data are determined. Based on the three-dimensional display model of the standard spine, the left and right end points of the junction of the vertebral spinous process and the vertebral body and the tip of the vertebral spinous process are determined for each vertebra, a total of three feature points in the three-dimensional The matching points in the model are displayed; according to the spatial position of each vertebra in the 3D ultrasound data coordinate system, the corresponding spatial position of the standard 3D display model in the 3D ultrasound data coordinate system is matched to generate the overall 3D spine model.

Figure 202010757050

Description

一种基于脊柱三维超声体数据的三维可视化方法A 3D visualization method based on spine 3D ultrasound volume data

技术领域technical field

本发明涉及医学领域,更具体地说,涉及一种基于脊柱三维超声体数据的三维可视化方法,可以用于医学成像设备中。The invention relates to the field of medicine, and more particularly, to a three-dimensional visualization method based on three-dimensional ultrasound volume data of the spine, which can be used in medical imaging equipment.

背景技术Background technique

脊柱侧凸是由脊柱的三维畸变而造成的异常的肌骨骼状态,其表现为在三维空间中,脊柱出现非正常的弯曲或旋转,使得椎间盘上所承受的重量异常,脊柱不能正常自如地活动。青春期为脊柱侧凸的高发时期,对正处于生长发育期的青少年而言,躯干长期保持不当的姿态极易使其脊柱发生变形,若不及早发现及时治疗,脊柱便产生不可逆的畸变。其中,驼背就是一种常见的与脊柱侧凸相关的可见脊柱畸形,驼背时,上背部区域的脊柱弯曲角度为四十五度或更大,而正常的脊柱在上背部区域仅有约二十到四十五度的弯曲。脊柱侧凸的本质就是脊椎在排列中产生了异常的旋转或移位。因此,评估椎体姿态对脊柱侧凸的分析有着重要的意义。Scoliosis is an abnormal musculoskeletal state caused by three-dimensional distortion of the spine. It is manifested in the abnormal bending or rotation of the spine in three-dimensional space, which makes the weight on the intervertebral disc abnormal and the spine cannot move normally and freely. . Adolescence is a period of high incidence of scoliosis. For adolescents who are in the growth and development period, the long-term improper posture of the trunk can easily deform the spine. If it is not detected and treated in time, the spine will be irreversibly deformed. Among them, kyphosis is a common visible spinal deformity associated with scoliosis. When hunched, the curvature of the spine in the upper back area is forty-five degrees or more, while the normal spine is only about 20 degrees in the upper back area. to a forty-five degree bend. The essence of scoliosis is the abnormal rotation or displacement of the spine in alignment. Therefore, the assessment of vertebral body posture is of great significance for the analysis of scoliosis.

目前,由于超声成像仅能检测到骨表面的反射信号,存在无法观察椎体棘突后方的缺陷,导致现有的三维超声成像方法无法提供完整的脊柱结构。在实际临床诊断中,医生仅通过三维数据生成的投影剖面进行结构特征的定位于测量,无法从三维的视角去观测完整的脊椎姿态。对于患者而言,脊柱结构在超声成像中难以辨认,需要一定的经验。At present, because ultrasound imaging can only detect the reflection signal on the bone surface, there is a defect that the back of the spinous process of the vertebral body cannot be observed, so the existing three-dimensional ultrasound imaging method cannot provide a complete spinal structure. In actual clinical diagnosis, doctors only use the projection profile generated by 3D data to locate and measure structural features, and cannot observe the complete spine posture from a 3D perspective. For patients, spinal structures are difficult to identify on ultrasound imaging and require some experience.

发明内容SUMMARY OF THE INVENTION

本发明要解决的技术问题在于,针对传统意义的脊柱三维超声数据无法提供完整椎体结构信息的局限性,提出一种基于椎体模型的脊柱体数据可视化方法。The technical problem to be solved by the present invention is that, aiming at the limitation that the traditional three-dimensional ultrasound data of the spine cannot provide complete vertebral body structure information, a method for visualizing the spine body data based on the vertebral body model is proposed.

本发明是本申请人201910294059.9的后续申请,本发明方法可实现利用三维椎体模型在脊柱超声体数据中渲染三维脊柱模型,从而可以对脊柱各椎体的姿态及排列进行完整的成像,以更加直观全面地评估脊柱的三维畸形程度。The present invention is a follow-up application of the applicant's 201910294059.9. The method of the present invention can realize the rendering of a three-dimensional spine model in the spine ultrasound volume data by using a three-dimensional vertebral body model, so that the posture and arrangement of each vertebral body of the spine can be completely imaged, so as to be more Visually and comprehensively assess the degree of three-dimensional deformity of the spine.

为解决上述技术问题,本发明采用的技术方案是:一种基于脊柱三维超声体数据的三维可视化方法,其特征在于,该方法包括如下步骤:In order to solve the above-mentioned technical problems, the technical solution adopted in the present invention is: a three-dimensional visualization method based on spine three-dimensional ultrasound volume data, characterized in that the method comprises the following steps:

S1,利用三维超声成像系统,获取基于脊柱的三维超声体数据,基于脊柱的三维超声体数据,相对于皮肤表面的多个不同深度生成冠状剖面投影图,并以此生成唯一矢状剖面投影图;S1, using a three-dimensional ultrasound imaging system to obtain three-dimensional ultrasound volume data based on the spine, and based on the three-dimensional ultrasound volume data of the spine, generate coronal section projection maps relative to multiple different depths on the skin surface, and use this to generate a unique sagittal section projection map ;

S2,在矢状剖面投影图上确定各脊椎棘突及其尖端位置,并在对应深度的冠状剖面投影图中分割定位各脊椎棘突与脊椎椎体交界位置;S2, determine the position of each vertebral spinous process and its tip on the sagittal section projection map, and segment and locate the junction position of each vertebral spinous process and the vertebral body in the coronal section projection map of the corresponding depth;

S3,基于脊椎棘突的尖端及脊椎棘突与脊椎椎体交界位置,确定三维超声数据坐标系下各个脊椎的空间位置及其姿态;S3, determining the spatial position and posture of each vertebra under the three-dimensional ultrasound data coordinate system based on the tip of the vertebral spinous process and the junction position between the vertebral spinous process and the vertebral body;

S4,基于标准脊椎的三维显示模型,对各个脊椎分别确定脊椎棘突与脊椎椎体交界位置的左右两端点以及脊椎棘突的尖端共三处特征点在三维显示模型中的匹配点;S4, based on the three-dimensional display model of the standard spine, for each vertebra, respectively determine the matching points of three feature points at the junction of the vertebral spinous process and the vertebral body, and three characteristic points in the three-dimensional display model;

S5,根据各脊椎在三维超声数据坐标系的空间位置,匹配标准三维显示模型在三维超声数据坐标系的对应空间位置,生成整体三维脊柱模型。S5, according to the spatial position of each spine in the three-dimensional ultrasound data coordinate system, match the corresponding spatial position of the standard three-dimensional display model in the three-dimensional ultrasound data coordinate system to generate an overall three-dimensional spine model.

所述步骤S1中,生成冠状剖面投影图及矢状剖面投影图,包括:In the step S1, the coronal section projection map and the sagittal section projection map are generated, including:

相对于皮肤表面的多个不同深度,根据三维超声体数据生成冠状剖面投影图,并基于此生成包含不少于15个棘突骨反射阴影及顶点的唯一的矢状剖面投影图;With respect to multiple different depths of the skin surface, a coronal section projection map is generated according to the 3D ultrasound volume data, and based on this, a unique sagittal section projection map containing no less than 15 spinous process bone reflection shadows and vertices is generated;

利用平均或者高斯加权合成函数,生成具有明显骨特征的矢状剖面投影图。Using an averaged or Gaussian weighted composite function, a sagittal section projection map with distinct bone features is generated.

所述基于多个不同深度的冠状剖面投影图生成唯一的矢状剖面投影图,具体包括:The generating a unique sagittal sectional projection map based on multiple coronal sectional projection maps of different depths specifically includes:

通过检测各个冠状剖面投影图中棘突骨反射阴影区域,得到一组代表该区域的曲线集合;By detecting the reflection shadow area of the spinous process bone in each coronal section projection map, a set of curves representing the area is obtained;

通过对上述曲线集合进行拟合得到的曲面,即为所述矢状剖面投影图的基准剖面;The curved surface obtained by fitting the above-mentioned set of curves is the reference section of the projection map of the sagittal section;

利用平均或者高斯加权合成函数,基于上述基准剖面根据三维超声体数据生成唯一的矢状剖面投影图。Using an average or Gaussian weighted composite function, a unique sagittal section projection map is generated from the three-dimensional ultrasound volume data based on the above-mentioned reference section.

所述步骤S2具体包括:The step S2 specifically includes:

根据三维超声体数据生成的矢状剖面投影图确定各脊椎棘突及其尖端位置;Determine the position of each vertebral spinous process and its tip according to the sagittal section projection map generated from 3D ultrasound volume data;

根据皮肤表面,对各脊椎分别选择对应各脊椎棘突与脊椎椎体交界处对应深度的冠状剖面投影图;According to the skin surface, the coronal section projection map corresponding to the depth at the junction of the spinous process of each vertebra and the vertebral body of each vertebra was selected for each vertebra;

根据棘突骨反射阴影的结构特性,利用水平相位一致性在冠状剖面投影图中分割出脊椎椎体区域;According to the structural characteristics of the reflection shadow of the spinous process bone, the vertebral body region was segmented in the coronal section projection map using the horizontal phase consistency;

基于各脊椎棘突位置,确定并记录该水平高度的脊椎棘突与脊椎椎体的交界位置。Based on the position of each vertebral spinous process, determine and record the junction position of the vertebral spinous process and the vertebral body at this level.

所述确定各脊椎棘突位置及其尖端位置,具体包括:The determining of the position of the spinous process of each vertebra and the position of its tip specifically includes:

根据三维超声体数据生成的矢状剖面投影图中骨反射阴影交界处的棘突顶点特征,定位脊椎棘突尖端位置;According to the features of the apex of the spinous process at the junction of the bone reflection shadow in the sagittal section projection image generated by the 3D ultrasound volume data, locate the position of the tip of the spinous process of the spine;

根据棘突表面骨反射形成的棘突后部声影区域,确定各脊椎棘突。The spinous process of each vertebra was determined according to the acoustic shadow area behind the spinous process formed by the bone reflection on the surface of the spinous process.

所述确定各脊椎棘突位置具体包括:The determining of the position of the spinous process of each vertebra specifically includes:

根据三维超声体数据生成的矢状剖面投影图声影区强度变化,以所选脊椎棘突尖端位置为起点,沿着投影图像强度最暗方向手工划线标注各脊椎棘突位置。According to the intensity change of the acoustic shadow area of the sagittal section projection image generated from the 3D ultrasound volume data, the position of each vertebral spinous process was manually marked along the darkest direction of the projection image with the position of the selected vertebral spinous process tip as the starting point.

所述对所述确定并记录该水平高度的脊椎棘突与脊椎椎体交界位置,包括:The said pair of said determining and recording the junction position of the vertebral spinous process and the vertebral body at the level includes:

在对应脊椎椎体与棘突交界处的冠状剖面投影图,根据定位的脊椎棘突位置,确定在此冠状剖面中各相应脊椎棘突的水平高度;In the projection map of the coronal section at the junction of the vertebral body and the spinous process of the corresponding vertebral body, according to the position of the located vertebral spinous process, determine the horizontal height of each corresponding vertebral spinous process in this coronal section;

根据各脊椎棘突的水平高度,确定冠状剖面投影图中脊椎棘突与脊椎椎体特征交界区域的宽度,并记录该宽度范围两端点为交界位置。According to the horizontal height of each vertebral spinous process, determine the width of the junction area between the vertebral spinous process and the features of the vertebral body in the projection map of the coronal section, and record the two ends of the width as the junction position.

所述步骤S3中,所述确定三维超声数据坐标系下各个脊椎的的空间位置及其姿态,包括:In the step S3, the determining the spatial position and posture of each vertebra under the three-dimensional ultrasound data coordinate system includes:

根据三维超声体数据生成的矢状剖面投影图,确定各脊椎棘突尖端在三维超声数据坐标系下的位置;According to the sagittal section projection map generated by the 3D ultrasound volume data, determine the position of the tip of each vertebral spinous process in the 3D ultrasound data coordinate system;

根据对应脊椎棘突与脊椎椎体交界处深度的冠状剖面投影图,确定各脊椎棘突与脊椎椎体交界区域两端点的位置。According to the projection map of the coronal section corresponding to the depth of the junction between the vertebral spinous process and the vertebral body, determine the positions of the two ends of the junction area between each vertebral spinous process and the vertebral body.

所述步骤S4中,对各个脊椎分别确定提取脊椎三维显示模型中脊椎椎体与脊椎棘突交界位置左右两端点与脊椎棘突尖端共三处特征点的位置信息,具体包括:In the step S4, for each vertebra, the position information of three feature points in total, the left and right end points of the junction between the vertebral body and the vertebral spinous process and the tip of the vertebral spinous process in the three-dimensional display model of the vertebrae are determined and extracted, specifically including:

脊椎三维显示模型是基于三角面片的数据存储格式,其中包含所有三角面片各顶点位置坐标;The three-dimensional display model of the spine is a data storage format based on triangular facets, which contains the position coordinates of each vertex of all triangular facets;

根据各个脊椎的结构特性,找到三维显示模型中对应脊椎椎体与脊椎棘突交界位置的左右两端点以及脊椎棘突尖端共三处特征点的位置;According to the structural characteristics of each vertebra, find the positions of three characteristic points corresponding to the junction of the vertebral body and the vertebral spinous process in the three-dimensional display model, as well as the positions of three characteristic points at the tip of the vertebral spinous process;

根据模型所存储的三角面片顶点坐标,计算并记录各个脊椎的所述三特征点在三维显示模型中的坐标参数。According to the triangular facet vertex coordinates stored in the model, the coordinate parameters of the three feature points of each vertebra in the three-dimensional display model are calculated and recorded.

所述步骤S5中,匹配脊椎三维显示模型与三维超声空间位置,包括:In the step S5, matching the three-dimensional display model of the spine with the three-dimensional ultrasound space position, including:

各个脊椎根据所述脊椎椎体与脊椎棘突交界位置左右两端点与脊椎棘突尖端特征点在超声数据坐标系下的位置关系,通过矩阵调整脊椎三维显示模型的旋转平移与缩放,使模型中的三个特征点坐标与所述超声数据标注出的三个特征点坐标匹配一致;Each vertebra adjusts the rotation, translation and scaling of the three-dimensional display model of the spine through the matrix according to the positional relationship between the left and right end points of the junction between the vertebral body and the vertebral spinous process and the feature point of the tip of the vertebral spinous process in the ultrasonic data coordinate system, so that the The coordinates of the three feature points are consistent with the coordinates of the three feature points marked by the ultrasound data;

重复此步骤直至完成所有脊椎的三维显示模型和三维超声空间位置的匹配;Repeat this step until the matching of the three-dimensional display model of all the vertebrae and the three-dimensional ultrasound space position is completed;

根据匹配后各个脊椎的三维显示模型,三维脊柱模型由渲染各椎体的全部三角面片所生成。According to the 3D display model of each vertebra after matching, the 3D spine model is generated by rendering all the triangular patches of each vertebra.

本发明的优点及显著效果:本发明方法可实现利用三维椎体模型在脊柱超声体数据中渲染三维脊柱模型,从而能够对脊柱各椎体的姿态及排列进行完整的成像,以更加直观全面地评估脊柱的三维畸形程度。The advantages and significant effects of the present invention: the method of the present invention can realize the rendering of the three-dimensional spine model in the spine ultrasound volume data by using the three-dimensional vertebral body model, so that the posture and arrangement of each vertebral body of the spine can be completely imaged, so as to be more intuitive and comprehensive. Assess the degree of three-dimensional deformity of the spine.

附图说明Description of drawings

图1是本发明三维脊柱模型可视化方法的流程图;Fig. 1 is the flow chart of the three-dimensional spine model visualization method of the present invention;

图2a是本发明方法实施例的冠状剖面投影图;Figure 2a is a coronal section projection view of a method embodiment of the present invention;

图2b是本发明方法实施例的矢状剖面投影图;Figure 2b is a sagittal section projection view of an embodiment of the method of the present invention;

图3a是本发明方法实施例的矢状剖面投影图棘突标注结果图;Fig. 3a is the result of marking the spinous process of the sagittal section projection diagram of the method embodiment of the present invention;

图3b是本发明方法实施例的冠状剖面投影图分割及标注结果图;Fig. 3b is the coronal section projection map segmentation and labeling result diagram of the method embodiment of the present invention;

图4是本发明方法实施例的脊椎三处特征点在三维超声空间中的位置示意图;4 is a schematic diagram of the positions of three feature points of the spine in a three-dimensional ultrasound space according to an embodiment of the method of the present invention;

图5a是本发明方法实施例的T5脊椎三维显示模型示意图;5a is a schematic diagram of a three-dimensional display model of the T5 spine according to an embodiment of the method of the present invention;

图5b是本发明方法实施例的三维显示模型三特征点标注视角A结果图;Fig. 5b is the result diagram of the three-dimensional display model three-characteristic point labeling angle A of the method embodiment of the present invention;

图5c是本发明方法实施例的三维显示模型三特征点标注视角B结果图;Fig. 5c is the result diagram of the three-dimensional display model three-characteristic point labeling viewing angle B according to the embodiment of the method of the present invention;

图6是本发明方法实施例的脊柱三维模型渲染的结果图。FIG. 6 is a result diagram of rendering a three-dimensional model of a spine according to an embodiment of the method of the present invention.

具体实施方式Detailed ways

本发明的三维脊柱模型可视化方法,通过对三维超声成像得到的脊柱体数据进行相关处理,载入椎体模型辅助可视化,使得三维脊柱结构信息能够得到充分地展示,进而可以利用三维超声成像进行更准确和全面的脊柱侧凸检测,满足不同使用三维成像系统的用户的需求。The three-dimensional spine model visualization method of the present invention performs relevant processing on the spine body data obtained by three-dimensional ultrasound imaging, and loads the vertebral body model to assist in visualization, so that the three-dimensional spine structure information can be fully displayed, and then the three-dimensional ultrasound imaging can be used for more detailed information. Accurate and comprehensive scoliosis detection to meet the needs of different users using 3D imaging systems.

为了使本发明的目的、技术方案及优点更加清楚明白,以下结合附图及实施例,对本发明进行进一步详细说明。应当理解,此处描述的具体实施例仅用以解释本发明,并不用于限定本发明。In order to make the objectives, technical solutions and advantages of the present invention clearer, the present invention will be further described in detail below with reference to the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are only used to explain the present invention, but not to limit the present invention.

如图1所示,是本发明进行适用于脊柱的三维模型可视化方法的流程图,该方法包括以下步骤:As shown in Figure 1, it is a flow chart of the present invention for a three-dimensional model visualization method suitable for the spine, the method includes the following steps:

S1,利用三维超声成像系统,获取基于脊柱的三维超声体数据,基于脊柱的三维超声体数据,相对于皮肤表面的多个不同深度生成冠状剖面投影图,并以此生成唯一矢状剖面投影图;S1, using a three-dimensional ultrasound imaging system to obtain three-dimensional ultrasound volume data based on the spine, and based on the three-dimensional ultrasound volume data of the spine, generate coronal section projection maps relative to multiple different depths on the skin surface, and use this to generate a unique sagittal section projection map ;

S2,在矢状剖面投影图上确定各脊椎棘突及其尖端位置,并在对应深度的冠状剖面投影图中分割定位各脊椎棘突与脊椎椎体交界位置;S2, determine the position of each vertebral spinous process and its tip on the sagittal section projection map, and segment and locate the junction position of each vertebral spinous process and the vertebral body in the coronal section projection map of the corresponding depth;

S3,基于脊椎棘突的尖端及脊椎棘突与脊椎椎体交界位置,确定三维超声数据坐标系下各个脊椎的空间位置及其姿态;S3, determining the spatial position and posture of each vertebra under the three-dimensional ultrasound data coordinate system based on the tip of the vertebral spinous process and the junction position between the vertebral spinous process and the vertebral body;

S4,基于标准脊椎的三维显示模型,对各个脊椎分别确定脊椎棘突与脊椎椎体交界位置的左右两端点以及脊椎棘突的尖端共三处特征点在三维显示模型中的匹配点;S4, based on the three-dimensional display model of the standard spine, for each vertebra, respectively determine the matching points of three feature points at the junction of the vertebral spinous process and the vertebral body, and three characteristic points in the three-dimensional display model;

S5,根据各脊椎在三维超声数据坐标系的空间位置,匹配标准三维显示模型在三维超声数据坐标系的对应空间位置,生成整体三维脊柱模型。S5, according to the spatial position of each spine in the three-dimensional ultrasound data coordinate system, match the corresponding spatial position of the standard three-dimensional display model in the three-dimensional ultrasound data coordinate system to generate an overall three-dimensional spine model.

上述实施例的三维脊柱模型可视化方法,是通过对三维超声体数据进行相关处理,获取以脊椎棘突及其与椎体交界位置为参考的三处特征点的空间位置;通过对载入的三维椎体模型进行匹配渲染,从而得到脊柱的三维模型成像。The three-dimensional spine model visualization method of the above embodiment is to obtain the spatial positions of three feature points with reference to the vertebral spinous process and its junction position with the vertebral body by performing correlation processing on the three-dimensional ultrasound volume data; The vertebral body model is matched and rendered to obtain a three-dimensional model of the spine.

优选的,在步骤S1中,所述生成的多个深度冠状剖面投影图及唯一的矢状剖面投影图,包括:Preferably, in step S1, the generated multiple depth coronal section projection maps and the unique sagittal section projection map include:

S110,基于三维超声成像系统,根据皮肤表面生成多个深度的冠状剖面投影图;S110, based on the three-dimensional ultrasound imaging system, generate coronal section projection maps of multiple depths according to the skin surface;

S120,根据各深度的冠状剖面投影图上的骨反射后声影区强度变化,确定矢状基准剖面;S120, determining the sagittal reference section according to the intensity change of the acoustic shadow area after bone reflection on the coronal section projection map of each depth;

S130,利用高斯加权合成函数,生成唯一的矢状剖面投影图。S130, using a Gaussian weighted synthesis function to generate a unique sagittal section projection map.

图2a为采用上述实施例生成的冠状剖面投影图。图2b是采用上述实施例生成的唯一矢状剖面投影图。Fig. 2a is a coronal section projection view generated by the above-mentioned embodiment. Figure 2b is a unique sagittal section projection generated using the above embodiment.

优选的,步骤S2具体包括:Preferably, step S2 specifically includes:

S210,根据矢状剖面投影图,确定各脊椎棘突及其尖端位置;S210, according to the projection map of the sagittal section, determine the positions of the spinous processes of each vertebra and their tips;

S220,根据皮肤表面,对各脊椎分别选择对应各脊椎棘突与脊椎椎体交界处对应深度的冠状剖面投影图;S220, according to the skin surface, for each vertebra, respectively select a coronal section projection map corresponding to the depth at the junction of each vertebral spinous process and the vertebral body;

S230,根据棘突骨反射阴影的结构特性,利用水平相位一致性在冠状剖面投影图中分割出脊椎椎体区域;S230, according to the structural characteristics of the reflection shadow of the spinous process bone, segment the vertebral body region in the coronal section projection map by using the horizontal phase consistency;

S240,基于各脊椎棘突位置,确定并记录该水平高度的脊椎棘突与脊椎椎体的交界位置。S240, based on the position of each vertebral spinous process, determine and record the junction position of the vertebral spinous process and the vertebral body at the horizontal height.

在步骤S210中,所述确定各脊椎棘突及其尖端位置,具体包括:In step S210, the determining of the position of each vertebral spinous process and its tip specifically includes:

S211,根据矢状剖面投影图骨反射阴影交界处的棘突顶点特征,手工选取各脊椎棘突尖端位置;S211, manually selecting the positions of the tips of the spinous processes of each vertebra according to the features of the apex of the spinous process at the junction of the bone reflection shadow in the projection map of the sagittal section;

S212,基于所选棘突尖顶点,根据矢状剖面投影图的骨反射后声影区强度变化,手工划线标注出各脊椎棘突;S212, based on the selected apex of the spinous process, according to the intensity change of the acoustic shadow area after the bone reflection in the sagittal section projection map, manually mark the spinous processes of each vertebra;

S213,根据矢状剖面投影图的位置,确定并记录各脊椎棘突标注线的位置。S213 , according to the position of the projection map of the sagittal section, determine and record the position of the labeling line of each vertebral spinous process.

如图3a所示,经手动标点得到各脊椎棘突尖顶点位置,并在顶点位置沿骨反射后声影区强度变化方向延伸标注出棘突结构。其中黑色圆点为棘突尖顶点,灰色直线为棘突结构特征。As shown in Figure 3a, the position of the apex of the spinous process of each vertebra was obtained by manual punctuation, and the spinous process structure was extended along the direction of the intensity change of the acoustic shadow area after bone reflection at the vertex position. The black dots are the apex of the spinous process, and the gray straight lines are the structural features of the spinous process.

在步骤S230中,利用水平相位一致性在冠状剖面投影图中分割出脊椎椎体区域,包括:In step S230, the vertebral body region is segmented in the coronal section projection map using the horizontal phase consistency, including:

S231,通过使用log Gabor小波获取所述增强后的冠状剖面投影图中水平方向上的相位信息,并使用如下式的相位一致性测量,提取图像中骨性特征结构的区域;S231, by using log Gabor wavelet to obtain the phase information in the horizontal direction in the enhanced coronal section projection image, and using the phase consistency measurement of the following formula to extract the region of the bony characteristic structure in the image;

Figure BDA0002611924460000061
Figure BDA0002611924460000061

其中,PS(x,y)是在点(x,y)处的相位一致性测量;(x,y)表示图像中任意像素的坐标位置;W(x,y)是在点(x,y)处基于频率扩展的加权因子;Ars(x,y)是在点(x,y)处给定尺度和方向的log Gabor小波的响应幅度;ers(x,y)是方向为r和尺度为s的log Gabor小波的是偶对称部分;ors(x,y)是方向为r和尺度为s的log Gabor小波的是奇对称部分;Tr是噪声阈值;ε是用于避免算式被零除的小实数;where PS(x,y) is the phase consistency measurement at point (x,y); (x,y) is the coordinate position of any pixel in the image; W(x,y) is the measurement at point (x,y) ) based on the frequency-spreading weighting factor; Ars (x,y) is the response magnitude of the log Gabor wavelet at a given scale and direction at point (x,y); ers (x,y) is the magnitude of the response of the r and direction The log Gabor wavelet with scale s is the even symmetric part; o rs (x,y) is the odd symmetric part of the log Gabor wavelet with direction r and scale s; T r is the noise threshold; small real number divided by zero;

S232,按照脊椎生理结构在超声图像中的形状特性,逐渐增加log Gabor小波的波长尺度,提取对应对称相位信息,从而进行脊椎椎体区域的识别;S232, gradually increase the wavelength scale of the log Gabor wavelet according to the shape characteristics of the physiological structure of the spine in the ultrasound image, and extract the corresponding symmetrical phase information, so as to identify the vertebral body region;

S233,根据脊椎在脊柱中的大小形状及位置信息,分割出对应的脊椎椎体区域。S233 , segment the corresponding vertebral body region according to the size, shape and position information of the vertebra in the vertebral column.

在步骤S240中,所述确定并记录该水平高度的脊椎棘突与脊椎椎体的交界位置,具体包括:In step S240, the determining and recording the junction position of the vertebral spinous process and the vertebral body at the horizontal height specifically includes:

S241,根据记录的各脊椎棘突标注线,与脊椎对应深度的冠状基准剖面,得到该脊椎棘突在对应深度冠状剖面投影图上的水平高度;S241, according to the recorded line of the spinous process of each vertebra, and the coronal reference section of the corresponding depth of the vertebra, obtain the horizontal height of the spinous process of the vertebra on the projection map of the coronal section of the corresponding depth;

S242,根据各棘突水平高度线与分割出的脊椎椎体区域,确定各水平线与椎体区域左右两端的交点作为该椎体的两个特征点,并记录其空间位置。S242, according to the horizontal height line of each spinous process and the segmented vertebral body region, determine the intersection points of each horizontal line and the left and right ends of the vertebral body region as two feature points of the vertebral body, and record its spatial position.

如图3b所示,是采用上述实施例在冠状剖面投影图上分割脊椎椎体区域的结果图。其中,灰色横线为所述标注的各棘突在该冠状剖面深度上的水平高度,中央白色部分即为分割出的脊椎椎体区域。其中,黑色圆点即为所述特征点。As shown in FIG. 3 b , it is a result of segmenting the vertebral body region on the coronal section projection map using the above embodiment. The gray horizontal line is the horizontal height of the marked spinous processes on the depth of the coronal section, and the central white part is the segmented vertebral body region. The black dots are the feature points.

优选的,步骤S3具体包括:Preferably, step S3 specifically includes:

S301,根据矢状基准剖面的空间位置,及各脊椎棘突尖端特征点在矢状投影图的位置,确定各尖端特征点在三维超声数据坐标系的位置;S301, according to the spatial position of the sagittal reference section and the position of each vertebral spinous process tip feature point in the sagittal projection map, determine the position of each tip feature point in the three-dimensional ultrasound data coordinate system;

S302,根据脊椎椎体与棘突交界处的冠状基准剖面的空间位置,及各椎体与棘突交界区域两端点在冠状剖面投影图的位置,确定两端点在三维超声数据坐标系的空间位置。S302, according to the spatial position of the coronal reference section at the junction of the vertebral body and the spinous process, and the positions of the two end points of the junction area of each vertebral body and the spinous process on the projection map of the coronal section, determine the spatial position of the two end points in the three-dimensional ultrasound data coordinate system .

如图4所示,是上述采用实施例的脊椎特征点空间位置示意图。其中,各三角面片的三顶点表示同一脊椎的椎体与棘突交界位置左右两端点以及棘突尖端共三处特征点。As shown in FIG. 4 , it is a schematic diagram of the spatial position of the spine feature points according to the above-mentioned embodiment. Among them, the three vertices of each triangular facet represent three characteristic points in total at the left and right ends of the junction between the vertebral body and the spinous process of the same vertebra and the tip of the spinous process.

优选的,步骤S4具体包括:Preferably, step S4 specifically includes:

S401,脊椎三维显示模型是基于三角面片的数据存储格式,其中包含所有三角面片各顶点位置坐标;S401, the three-dimensional display model of the spine is a data storage format based on triangular facets, which includes the position coordinates of each vertex of all triangular facets;

S402,根据脊椎的结构特性,找到显示模型中对应脊椎椎体与棘突交界位置左右两端点以及棘突尖端的三处特征点的位置;S402, according to the structural characteristics of the spine, find the positions of the three characteristic points corresponding to the junction position between the vertebral body and the spinous process and the three characteristic points of the spinous process tip in the display model;

S403,根据模型所存储的三角面片顶点坐标,计算并记录所述三特征点在三维显示模型中的坐标参数。S403: Calculate and record the coordinate parameters of the three feature points in the three-dimensional display model according to the triangular facet vertex coordinates stored in the model.

图5a是上述采用实施例所载入的T5脊椎模型。图5b和5c分别为所述脊椎模型三处特征点的A视角和B视角示意图。其中,黑色圆点为所标记特征点。Figure 5a is the T5 spine model loaded in the above-mentioned embodiment. Figures 5b and 5c are schematic diagrams of perspective A and perspective B of three feature points of the spine model, respectively. Among them, the black dots are the marked feature points.

优选的,步骤S5具体包括:Preferably, step S5 specifically includes:

S510,根据所述脊椎椎体与棘突交界位置左右两端点以及棘突尖端特征点在超声数据坐标系下的位置关系,通过矩阵调整显示模型的旋转平移与缩放,使模型中的三个特征点坐标与所述超声数据标注出的三个特征点坐标匹配一致;S510, according to the positional relationship between the left and right end points of the junction between the vertebral body and the spinous process and the feature point of the tip of the spinous process in the ultrasonic data coordinate system, adjust the rotation, translation and scaling of the display model through the matrix, so that the three features in the model are The point coordinates are consistent with the coordinates of the three feature points marked by the ultrasound data;

S520,重复此步骤直至完成所有脊椎的显示模型和三维超声空间位置的匹配,渲染各椎体的全部三角面片生成三维脊柱模型。S520, this step is repeated until the matching between the displayed models of all the vertebrae and the three-dimensional ultrasound space positions is completed, and all the triangular patches of each vertebral body are rendered to generate a three-dimensional spine model.

在步骤S510中,所述通过矩阵调整显示模型的旋转平移与缩放,使模型中的三个特征点坐标与所述超声数据标注出的三个特征点坐标匹配一致,具体包括:In step S510, adjusting the rotation, translation and scaling of the display model through the matrix so that the coordinates of the three feature points in the model are consistent with the coordinates of the three feature points marked by the ultrasound data, specifically including:

S511,对每个脊椎,根据所述冠状剖面投影图中记录的脊椎椎体区域宽度,通过尺度变化调整三维显示模型大小;S511, for each vertebra, adjust the size of the three-dimensional display model through scale changes according to the width of the vertebral body region recorded in the coronal section projection map;

S512,对每个脊椎,根据所述三处特征点对应脊椎椎体与棘突交界位置左右两端点以及棘突尖端特征点在超声数据坐标系下的位置关系,利用旋转平移变化,通过最小化对应特征点的空间距离,实现三维显示模型位置调整。S512, for each vertebra, according to the positional relationship between the three feature points corresponding to the junction between the vertebral body and the spinous process, the left and right ends of the vertebral body and the feature point of the tip of the spinous process in the ultrasonic data coordinate system, using the rotation and translation changes, by minimizing Corresponding to the spatial distance of the feature points, the position of the three-dimensional display model can be adjusted.

如图6所示,是本发明的实施例的脊柱三维模型可视化的结果图。As shown in FIG. 6 , it is a result diagram of the visualization of the three-dimensional model of the spine according to the embodiment of the present invention.

综上所述,本发明的脊柱的三维仿真模型可视化方法,提供了完整的骨结构模型,使得利用三维超声成像进行脊柱各椎体骨结构的观测变得简单可行,进而更全面地监测脊柱弯曲进展。To sum up, the visualization method of the three-dimensional simulation model of the spine of the present invention provides a complete bone structure model, which makes it simple and feasible to observe the bone structure of each vertebral body of the spine by using three-dimensional ultrasound imaging, and further monitor the curvature of the spine more comprehensively. progress.

本说明书中的实施例采用递进的方式描述,通过上述实施例逐步详细说明了本发明的具体流程及相关实施细节。The embodiments in this specification are described in a progressive manner, and the specific processes and relevant implementation details of the present invention are described in detail step by step through the above embodiments.

本领域普通技术人员可以理解实现上述实施例方法中的全部或部分流程,是可以通过计算机程序来指令相关的硬件来完成,所述的程序可存储于一计算机可读取存储介质中,该程序在执行时,可包括如上述各方法的实施例的流程。其中,所述的存储介质可为磁碟、光盘、只读存储记忆体(Read-Only Memory,ROM)或随机存储记忆体(Random AccessMemory,RAM)等。Those of ordinary skill in the art can understand that all or part of the processes in the methods of the above embodiments can be implemented by instructing relevant hardware through a computer program, and the program can be stored in a computer-readable storage medium. During execution, the processes of the embodiments of the above-mentioned methods may be included. The storage medium may be a magnetic disk, an optical disk, a read-only memory (Read-Only Memory, ROM), or a random access memory (Random Access Memory, RAM) or the like.

以上所述,仅为本发明的具体实施方式,但本发明的保护范围并不局限于此,任何熟悉本技术领域的技术人员在本发明揭露的技术范围内,可轻易想到的变化或替换,都应涵盖在本发明的保护范围之内。The above are only specific embodiments of the present invention, but the protection scope of the present invention is not limited thereto. Any person skilled in the art who is familiar with the technical scope disclosed by the present invention can easily think of changes or substitutions. All should be included within the protection scope of the present invention.

Claims (10)

1.一种基于脊柱三维超声体数据的三维可视化方法,其特征在于,该方法包括如下步骤:1. a three-dimensional visualization method based on spine three-dimensional ultrasound volume data, is characterized in that, this method comprises the steps: S1,利用三维超声成像系统,获取基于脊柱的三维超声体数据,基于脊柱的三维超声体数据,相对于皮肤表面的多个不同深度生成冠状剖面投影图,并以此生成唯一矢状剖面投影图;S1, using a three-dimensional ultrasound imaging system to obtain three-dimensional ultrasound volume data based on the spine, and based on the three-dimensional ultrasound volume data of the spine, generate coronal section projection maps relative to multiple different depths on the skin surface, and use this to generate a unique sagittal section projection map ; S2,在矢状剖面投影图上确定各脊椎棘突及其尖端位置,并在对应深度的冠状剖面投影图中分割定位各脊椎棘突与脊椎椎体交界位置;S2, determine the position of each vertebral spinous process and its tip on the sagittal section projection map, and segment and locate the junction position of each vertebral spinous process and the vertebral body in the coronal section projection map of the corresponding depth; S3,基于脊椎棘突的尖端及脊椎棘突与脊椎椎体交界位置,确定三维超声数据坐标系下各个脊椎的空间位置及其姿态;S3, determining the spatial position and posture of each vertebra under the three-dimensional ultrasound data coordinate system based on the tip of the vertebral spinous process and the junction position between the vertebral spinous process and the vertebral body; S4,基于标准脊椎的三维显示模型,对各个脊椎分别确定脊椎棘突与脊椎椎体交界位置的左右两端点以及脊椎棘突的尖端共三处特征点在三维显示模型中的匹配点;S4, based on the three-dimensional display model of the standard spine, for each vertebra, respectively determine the matching points of three feature points at the junction of the vertebral spinous process and the vertebral body, and three characteristic points in the three-dimensional display model; S5,根据各脊椎在三维超声数据坐标系的空间位置,匹配标准三维显示模型在三维超声数据坐标系的对应空间位置,生成整体三维脊柱模型。S5, according to the spatial position of each spine in the three-dimensional ultrasound data coordinate system, match the corresponding spatial position of the standard three-dimensional display model in the three-dimensional ultrasound data coordinate system to generate an overall three-dimensional spine model. 2.根据权利要求1所述的基于脊柱三维超声体数据的三维可视化方法,其特征在于,所述步骤S1中,生成冠状剖面投影图及矢状剖面投影图,包括:2. the three-dimensional visualization method based on spine three-dimensional ultrasound volume data according to claim 1, is characterized in that, in described step S1, generate coronal section projection and sagittal section projection, comprising: 相对于皮肤表面的多个不同深度,根据三维超声体数据生成冠状剖面投影图,并基于此生成包含不少于15个棘突骨反射阴影及顶点的唯一的矢状剖面投影图;With respect to multiple different depths of the skin surface, a coronal section projection map is generated according to the 3D ultrasound volume data, and based on this, a unique sagittal section projection map containing no less than 15 spinous process bone reflection shadows and vertices is generated; 利用平均或者高斯加权合成函数,生成具有明显骨特征的矢状剖面投影图。Using an averaged or Gaussian weighted composite function, a sagittal section projection map with distinct bone features is generated. 3.根据权利要求1或2所述的基于脊柱三维超声体数据的三维可视化方法,其特征在于,基于多个不同深度的冠状剖面投影图生成唯一的矢状剖面投影图,具体包括:3. the three-dimensional visualization method based on spine three-dimensional ultrasound volume data according to claim 1 and 2, is characterized in that, based on the coronal section projection diagram of a plurality of different depths to generate unique sagittal section projection diagram, specifically comprises: 通过检测各个冠状剖面投影图中棘突骨反射阴影区域,得到一组代表该区域的曲线集合;By detecting the reflection shadow area of the spinous process bone in each coronal section projection map, a set of curves representing the area is obtained; 通过对上述曲线集合进行拟合得到的曲面,即为所述矢状剖面投影图的基准剖面;The curved surface obtained by fitting the above-mentioned set of curves is the reference section of the projection map of the sagittal section; 利用平均或者高斯加权合成函数,基于上述基准剖面根据三维超声体数据生成唯一的矢状剖面投影图。Using an average or Gaussian weighted composite function, a unique sagittal section projection map is generated from the three-dimensional ultrasound volume data based on the above-mentioned reference section. 4.根据权利要求1所述的基于脊柱三维超声体数据的三维可视化方法,其特征在于,所述步骤S2具体包括:4. The three-dimensional visualization method based on spine three-dimensional ultrasound volume data according to claim 1, wherein the step S2 specifically comprises: 根据三维超声体数据生成的矢状剖面投影图确定各脊椎棘突及其尖端位置;Determine the position of each vertebral spinous process and its tip according to the sagittal section projection map generated from 3D ultrasound volume data; 根据皮肤表面,对各脊椎分别选择对应各脊椎棘突与脊椎椎体交界处对应深度的冠状剖面投影图;According to the skin surface, the coronal section projection map corresponding to the depth at the junction of the spinous process of each vertebra and the vertebral body of each vertebra was selected for each vertebra; 根据棘突骨反射阴影的结构特性,利用水平相位一致性在冠状剖面投影图中分割出脊椎椎体区域;According to the structural characteristics of the reflection shadow of the spinous process bone, the vertebral body region was segmented in the coronal section projection map using the horizontal phase consistency; 基于各脊椎棘突位置,确定并记录该水平高度的脊椎棘突与脊椎椎体的交界位置。Based on the position of each vertebral spinous process, determine and record the junction position of the vertebral spinous process and the vertebral body at this level. 5.根据权利要求4所述的基于脊柱三维超声体数据的三维可视化方法,其特征在于,确定各脊椎棘突位置及其尖端位置,具体包括:5. the three-dimensional visualization method based on spine three-dimensional ultrasound volume data according to claim 4, is characterized in that, determining each vertebra spinous process position and its tip position, specifically comprises: 根据三维超声体数据生成的矢状剖面投影图中骨反射阴影交界处的棘突顶点特征,定位脊椎棘突尖端位置;According to the features of the apex of the spinous process at the junction of the bone reflection shadow in the sagittal section projection image generated by the 3D ultrasound volume data, locate the position of the tip of the spinous process of the spine; 根据棘突表面骨反射形成的棘突后部声影区域,确定各脊椎棘突。The spinous process of each vertebra was determined according to the acoustic shadow area behind the spinous process formed by the bone reflection on the surface of the spinous process. 6.根据权利要求5所述的基于脊柱三维超声体数据的三维可视化方法,其特征在于,确定各脊椎棘突位置具体包括:6. The three-dimensional visualization method based on spine three-dimensional ultrasound volume data according to claim 5, wherein determining the position of each vertebral spinous process specifically comprises: 根据三维超声体数据生成的矢状剖面投影图声影区强度变化,以所选脊椎棘突尖端位置为起点,沿着投影图像强度最暗方向手工划线标注各脊椎棘突位置。According to the intensity change of the acoustic shadow area of the sagittal section projection image generated from the 3D ultrasound volume data, the position of each vertebral spinous process was manually marked along the darkest direction of the projection image with the position of the selected vertebral spinous process tip as the starting point. 7.根据权利要求4所述的基于脊柱三维超声体数据的三维可视化方法,其特征在于,对所述确定并记录该水平高度的脊椎棘突与脊椎椎体交界位置,包括:7. The three-dimensional visualization method based on three-dimensional ultrasound volume data of the spine according to claim 4, characterized in that, determining and recording the junction position of the vertebral spinous process and the vertebral body of the horizontal height, comprising: 在对应脊椎椎体与棘突交界处的冠状剖面投影图,根据定位的脊椎棘突位置,确定在此冠状剖面中各相应脊椎棘突的水平高度;In the projection map of the coronal section at the junction of the vertebral body and the spinous process of the corresponding vertebral body, according to the position of the located vertebral spinous process, determine the horizontal height of each corresponding vertebral spinous process in this coronal section; 根据各脊椎棘突的水平高度,确定冠状剖面投影图中脊椎棘突与脊椎椎体特征交界区域的宽度,并记录该宽度范围两端点为交界位置。According to the horizontal height of each vertebral spinous process, determine the width of the junction area between the vertebral spinous process and the features of the vertebral body in the projection map of the coronal section, and record the two ends of the width as the junction position. 8.根据权利要求1所述的基于脊柱三维超声体数据的三维可视化方法,其特征在于,所述步骤S3中,所述确定三维超声数据坐标系下各个脊椎的的空间位置及其姿态,包括:8. The three-dimensional visualization method based on spine three-dimensional ultrasound volume data according to claim 1, wherein in the step S3, the determining the spatial position and posture of each spine under the three-dimensional ultrasound data coordinate system, comprising: : 根据三维超声体数据生成的矢状剖面投影图,确定各脊椎棘突尖端在三维超声数据坐标系下的位置;According to the sagittal section projection map generated by the 3D ultrasound volume data, determine the position of the tip of each vertebral spinous process in the 3D ultrasound data coordinate system; 根据对应脊椎棘突与脊椎椎体交界处深度的冠状剖面投影图,确定各脊椎棘突与脊椎椎体交界区域两端点的位置。According to the projection map of the coronal section corresponding to the depth of the junction between the vertebral spinous process and the vertebral body, determine the positions of the two ends of the junction area between each vertebral spinous process and the vertebral body. 9.根据权利要求1所述的基于脊柱三维超声体数据的三维可视化方法,其特征在于,所述步骤S4中,对各个脊椎分别确定提取脊椎三维显示模型中脊椎椎体与脊椎棘突交界位置左右两端点与脊椎棘突尖端共三处特征点的位置信息,具体包括:9. The three-dimensional visualization method based on three-dimensional ultrasound volume data of the spine according to claim 1, wherein in the step S4, the junction position between the vertebral body and the spinous process of the spine in the extracted three-dimensional display model of the spine is determined for each spine respectively. The position information of three characteristic points at the left and right end points and the tip of the vertebral spinous process, including: 脊椎三维显示模型是基于三角面片的数据存储格式,其中包含所有三角面片各顶点位置坐标;The three-dimensional display model of the spine is a data storage format based on triangular facets, which contains the position coordinates of each vertex of all triangular facets; 根据各个脊椎的结构特性,找到三维显示模型中对应脊椎椎体与脊椎棘突交界位置的左右两端点以及脊椎棘突尖端共三处特征点的位置;According to the structural characteristics of each vertebra, find the positions of three characteristic points corresponding to the junction of the vertebral body and the vertebral spinous process in the three-dimensional display model, as well as the positions of three characteristic points at the tip of the vertebral spinous process; 根据模型所存储的三角面片顶点坐标,计算并记录各个脊椎的所述三特征点在三维显示模型中的坐标参数。According to the triangular facet vertex coordinates stored in the model, the coordinate parameters of the three feature points of each vertebra in the three-dimensional display model are calculated and recorded. 10.根据权利要求1所述的基于脊柱三维超声体数据的三维可视化方法,其特征在于,所述步骤S5中,匹配脊椎三维显示模型与三维超声空间位置,包括:10. The three-dimensional visualization method based on spine three-dimensional ultrasound volume data according to claim 1, wherein in the step S5, matching the spine three-dimensional display model and the three-dimensional ultrasound space position, comprising: 各个脊椎根据所述脊椎椎体与脊椎棘突交界位置左右两端点与脊椎棘突尖端特征点在超声数据坐标系下的位置关系,通过矩阵调整脊椎三维显示模型的旋转平移与缩放,使模型中的三个特征点坐标与所述超声数据标注出的三个特征点坐标匹配一致;Each vertebra adjusts the rotation, translation and scaling of the three-dimensional display model of the spine through the matrix according to the positional relationship between the left and right end points of the junction between the vertebral body and the vertebral spinous process and the feature point of the tip of the vertebral spinous process in the ultrasonic data coordinate system, so that the The coordinates of the three feature points are consistent with the coordinates of the three feature points marked by the ultrasound data; 重复此步骤直至完成所有脊椎的三维显示模型和三维超声空间位置的匹配;Repeat this step until the matching of the three-dimensional display model of all the vertebrae and the three-dimensional ultrasound space position is completed; 根据匹配后各个脊椎的三维显示模型,三维脊柱模型由渲染各椎体的全部三角面片所生成。According to the 3D display model of each vertebra after matching, the 3D spine model is generated by rendering all the triangular patches of each vertebra.
CN202010757050.XA 2020-07-31 2020-07-31 Three-dimensional visualization method based on spine three-dimensional ultrasonic volume data Active CN112037277B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN202010757050.XA CN112037277B (en) 2020-07-31 2020-07-31 Three-dimensional visualization method based on spine three-dimensional ultrasonic volume data

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN202010757050.XA CN112037277B (en) 2020-07-31 2020-07-31 Three-dimensional visualization method based on spine three-dimensional ultrasonic volume data

Publications (2)

Publication Number Publication Date
CN112037277A true CN112037277A (en) 2020-12-04
CN112037277B CN112037277B (en) 2022-11-18

Family

ID=73581933

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202010757050.XA Active CN112037277B (en) 2020-07-31 2020-07-31 Three-dimensional visualization method based on spine three-dimensional ultrasonic volume data

Country Status (1)

Country Link
CN (1) CN112037277B (en)

Cited By (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN114299015A (en) * 2021-12-28 2022-04-08 上海联影智融医疗科技有限公司 Method and device for determining scoliosis angle
CN114943686A (en) * 2022-04-19 2022-08-26 中国人民解放军总医院第一医学中心 A three-dimensional positioning system for the spine
CN115439453A (en) * 2022-09-13 2022-12-06 北京医准智能科技有限公司 Vertebral body positioning method and device, electronic equipment and storage medium
CN115714024A (en) * 2022-11-22 2023-02-24 东南大学 Tissue fluid-fiber ring fluid-solid coupling intervertebral disc soft tissue injury evolution prediction method
CN115844712A (en) * 2023-02-17 2023-03-28 四川大学 Acupuncture point positioning method and device, traditional Chinese medicine physiotherapy equipment and storage medium

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2012005593A (en) * 2010-06-23 2012-01-12 Hitachi Medical Corp Ultrasound diagnostic apparatus for generating and displaying three-dimentional ultrasonic image
US20160140770A1 (en) * 2014-11-19 2016-05-19 Contextvision Ab Method and system for volume rendering of medical images
CN109223032A (en) * 2017-07-11 2019-01-18 中慧医学成像有限公司 Method for detecting spinal deformation through three-dimensional ultrasonic imaging
CN109965910A (en) * 2019-04-12 2019-07-05 东南大学 A sagittal projection imaging method based on three-dimensional ultrasound spine volume data
CN110264504A (en) * 2019-06-28 2019-09-20 北京国润健康医学投资有限公司 A kind of three-dimensional registration method and system for augmented reality

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2012005593A (en) * 2010-06-23 2012-01-12 Hitachi Medical Corp Ultrasound diagnostic apparatus for generating and displaying three-dimentional ultrasonic image
US20160140770A1 (en) * 2014-11-19 2016-05-19 Contextvision Ab Method and system for volume rendering of medical images
CN109223032A (en) * 2017-07-11 2019-01-18 中慧医学成像有限公司 Method for detecting spinal deformation through three-dimensional ultrasonic imaging
CN109965910A (en) * 2019-04-12 2019-07-05 东南大学 A sagittal projection imaging method based on three-dimensional ultrasound spine volume data
CN110264504A (en) * 2019-06-28 2019-09-20 北京国润健康医学投资有限公司 A kind of three-dimensional registration method and system for augmented reality

Cited By (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN114299015A (en) * 2021-12-28 2022-04-08 上海联影智融医疗科技有限公司 Method and device for determining scoliosis angle
CN114943686A (en) * 2022-04-19 2022-08-26 中国人民解放军总医院第一医学中心 A three-dimensional positioning system for the spine
CN115439453A (en) * 2022-09-13 2022-12-06 北京医准智能科技有限公司 Vertebral body positioning method and device, electronic equipment and storage medium
CN115439453B (en) * 2022-09-13 2023-05-26 北京医准智能科技有限公司 Vertebra body positioning method and device, electronic equipment and storage medium
CN115714024A (en) * 2022-11-22 2023-02-24 东南大学 Tissue fluid-fiber ring fluid-solid coupling intervertebral disc soft tissue injury evolution prediction method
CN115714024B (en) * 2022-11-22 2023-11-21 东南大学 Tissue fluid-fiber circulation solid coupling intervertebral disc soft tissue injury evolution prediction method
CN115844712A (en) * 2023-02-17 2023-03-28 四川大学 Acupuncture point positioning method and device, traditional Chinese medicine physiotherapy equipment and storage medium

Also Published As

Publication number Publication date
CN112037277B (en) 2022-11-18

Similar Documents

Publication Publication Date Title
CN112037277B (en) Three-dimensional visualization method based on spine three-dimensional ultrasonic volume data
JP5849048B2 (en) Three-dimensional (3D) ultrasound imaging system for scoliosis evaluation
US8423124B2 (en) Method and system for spine visualization in 3D medical images
CN109223032B (en) A method for detecting spine deformation by three-dimensional ultrasound imaging
US6625303B1 (en) Method for automatically locating an image pattern in digital images using eigenvector analysis
US6434278B1 (en) Generating three-dimensional models of objects defined by two-dimensional image data
JP5603859B2 (en) Method for controlling an analysis system that automatically analyzes a digitized image of a side view of a target spine
US20090226055A1 (en) Systems and methods for multi-dimensional characterization and classification of spinal shape
US7899220B2 (en) Time-dependent three-dimensional musculo-skeletal modeling based on dynamic surface measurements of bodies
JP6741305B2 (en) Vertebral posture estimation device
CN107481228A (en) Human body back scoliosis angle measurement method based on computer vision
CN109965910B (en) A sagittal projection imaging method based on three-dimensional ultrasound spine volume data
CN110772255A (en) Measurement method of human scoliosis angle based on attitude and position sensor
CN115361909A (en) Computer-implemented method for visualizing elongated anatomical structures
CN114652354B (en) Fetal head posture 3D display method
CN113069076B (en) Scoliosis measurement method based on three-dimensional modeling
CN112654301A (en) Imaging method of spine and ultrasonic imaging system
JP6129145B2 (en) Medical X-ray measuring device
CN114943686A (en) A three-dimensional positioning system for the spine
Skrypitsyna et al. Three-Dimensional Visualization in Medicine: A New Approach to Assessing Changes in Facial Relief to Improve Treatment Outcomes for Patients with Deformities and Asymmetries
CN119359971A (en) Anesthesia puncture auxiliary positioning method
Atuhaire Reconstruction of three-dimensional facial geometric features related to fetal alcohol syndrome using adult surrogates
Chan 3D Ultrasound Guidance System for Pedicle Screw Insertion in Scoliosis Surgery
CN103109308B (en) The quantization of the tube chamber characteristic of tubular structure
Vrtovec et al. Determination of 3D location and rotation of lumbar vertebrae in CT images by symmetry-based auto-registration

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant