Literature DB >> 21096681

Electrical impedance tomography reconstruction using a monotonicity approach based on a priori knowledge.

Daniel Flores-Tapia1, Stephen Pistorius.   

Abstract

Electrical Impedance Tomography(EIT) has been proposed as an alternative modality for breast imaging. Current EIT reconstruction algorithms are based in optimization procedures that aim to minimize the difference between the recorded data and a set of candidate scenarios. However, these methods produce images with diffused edges, as sharp structures are penalized by current regularization techniques. In this paper, a novel edge preserving EIT reconstruction method is proposed. This technique uses a priori information obtained from Breast Microwave Radar images to estimate the location of the dense breast regions. Then, the monotonicity of the impedance matrix of the collected data is used to reconstruct a profile of the tissue distribution in the breast region. The proposed method yielded promising results when applied to numeric phantoms generated from Magnetic Resonance Imaging datasets.

Mesh:

Year:  2010        PMID: 21096681     DOI: 10.1109/IEMBS.2010.5627204

Source DB:  PubMed          Journal:  Annu Int Conf IEEE Eng Med Biol Soc        ISSN: 2375-7477


  6 in total

1.  Incorporating a Spatial Prior into Nonlinear D-Bar EIT Imaging for Complex Admittivities.

Authors:  Sarah J Hamilton; J L Mueller; M Alsaker
Journal:  IEEE Trans Med Imaging       Date:  2016-09-26       Impact factor: 10.048

2.  Impedance Imaging of Cells and Tissues: Design and Applications.

Authors:  Raziyeh Bounik; Fernando Cardes; Hasan Ulusan; Mario M Modena; Andreas Hierlemann
Journal:  BME Front       Date:  2022-06-09

3.  Calderón's Method with a Spatial Prior for 2-D EIT Imaging of Ventilation and Perfusion.

Authors:  Kwancheol Shin; Jennifer L Mueller
Journal:  Sensors (Basel)       Date:  2021-08-21       Impact factor: 3.847

4.  DYNAMIC OPTIMIZED PRIORS FOR D-BAR RECONSTRUCTIONS OF HUMAN VENTILATION USING ELECTRICAL IMPEDANCE TOMOGRAPHY.

Authors:  Melody Alsaker; Jennifer L Mueller; Rashmi Murthy
Journal:  J Comput Appl Math       Date:  2018-08-13       Impact factor: 2.621

5.  Improved resolution of D-bar images of ventilation using a Schur complement property and an anatomical atlas.

Authors:  Talles Batista Rattis Santos; Rafael Mikio Nakanishi; Erick Dario León Bueno de Camargo; Marcelo Brito Passos Amato; Jari P Kaipio; Raul Gonzalez Lima; Jennifer L Mueller
Journal:  Med Phys       Date:  2022-05-05       Impact factor: 4.506

6.  Introduction of Sample Based Prior into the D-Bar Method Through a Schur Complement Property.

Authors:  Talles Batista Rattis Santos; Rafael Mikio Nakanishi; Jari P Kaipio; Jennifer L Mueller; Raul Gonzalez Lima
Journal:  IEEE Trans Med Imaging       Date:  2020-11-30       Impact factor: 11.037

  6 in total

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