Medical Image Analysis
Volume 6, Issue 1 , Pages 1-27, March 2002

Methods for modeling and predicting mechanical deformations of the breast under external perturbations

  • Fred S. Azar

      Affiliations

    • Department of BioEngineering, University of Pennsylvania, 120 Hayden Hall, 3320 Smith Walk, Philadelphia, PA 19104, USA
    • Corresponding Author InformationCorresponding author. 2231 Kaitlyn Court, West Windsor, NJ 08550, USA. Tel.: +1-609-750-0565
  • ,
  • Dimitris N. Metaxas

      Affiliations

    • Department of Computer Science, University of Pennsylvania, 200 South 33rd St., Philadelphia, PA 19104, USA
  • ,
  • Mitchell D. Schnall

      Affiliations

    • Department of Radiology, Hospital of the University of Pennsylvania, MRI Bldg. 1 Founders, 3400 Spruce St., Philadelphia, PA 19104, USA

Received 18 May 2001; accepted 31 August 2001.

Abstract 

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.

Keywords:  MRI, Finite element modeling, Breast cancer, Soft tissue modeling

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PII: S1361-8415(01)00053-6

Medical Image Analysis
Volume 6, Issue 1 , Pages 1-27, March 2002