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首页> 外文期刊>Medical image analysis >Methods for modeling and predicting mechanical deformations of the breast under external perturbations.
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Methods for modeling and predicting mechanical deformations of the breast under external perturbations.

机译:在外部扰动下建模和预测乳房机械变形的方法。

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Currently, high field (1.5 T) superconducting MR imaging does not allow live guidance during needle breast procedures. The current procedure allows the physician only to calculate approximately the location and extent of a cancerous tumor in the compressed patient breast before inserting the needle. It can then become relatively uncertain that the tissue specimen removed during the biopsy actually belongs to the lesion of interest. A new method for guiding clinical breast biopsy is presented, based on a deformable finite element model of the breast. The geometry of the model is constructed from MR data, and its mechanical properties are modeled using a non-linear material model. This method allows imaging the breast without or with mild compression before the procedure, then compressing the breast and using the finite element model to predict the tumor's position during the procedure. A silicon phantom containing a stiff inclusion was imaged uncompressed then compressed. A model of the phantom was constructed and compressed using custom-written software, and also using a commercial FEM simulation package. The displacement of the inclusion's corners was recorded both in the real phantom and in the two compressed models. A patient's breast was imaged uncompressed then compressed. A deformable model of the uncompressed breast was constructed, then compressed. The displacement of a cyst and of two vitamin E pills taped to the surface of the breast were recorded both in the real and in the modeled breast. The entire procedure lasted less than a half-hour, making it clinically useful. The results show that it is possible to create a deformable model of the breast based on finite elements with non-linear material properties, capable of modeling and predicting breast deformations in a clinically useful amount of time.
机译:当前,高场(1.5 T)超导MR成像无法在针头乳房手术期间进行实时引导。当前的程序仅允许医生在插入针头之前大致计算出压缩的患者乳房中癌性肿瘤的位置和程度。然后可能变得相对不确定,即在活检过程中取出的组织标本实际上属于目标病变。基于乳房的可变形有限元模型,提出了一种指导临床乳房活检的新方法。根据MR数据构造模型的几何形状,并使用非线性材料模型对模型的机械性能进行建模。该方法允许在手术前对乳房进行无或有轻度压缩的成像,然后压缩乳房并使用有限元模型来预测手术过程中肿瘤的位置。对包含刚性夹杂物的硅模型进行未压缩成像,然后对其进行压缩。幻影的模型是使用自定义编写的软件以及商业FEM仿真包构建和压缩的。在真实模型和两个压缩模型中都记录了夹杂物角的位移。对患者的乳房进行未压缩然后再压缩的成像。构建未压缩乳房的可变形模型,然后压缩。在真实和模型乳房中均记录了囊肿和两个粘贴在乳房表面的维生素E药丸的位移。整个过程持续不到半小时,因此具有临床实用性。结果表明,可以基于具有非线性材料属性的有限元创建乳房的可变形模型,并能够在临床有用的时间内对乳房的变形进行建模和预测。

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