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Statistical Analysis of Radiographic Textures Illustrating Healing Process After the Guided Bone Regeneration Surgery

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Information Technology in Biomedicine (ITIB 2018)

Part of the book series: Advances in Intelligent Systems and Computing ((AISC,volume 762))

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Abstract

Radiographic images of post-gastrectomy and after the cyst removal in dental bone loss registered within 1 year period. Images of 28 patients (8 images directly after the procedure and 20 images after 12 months) who underwent the Guided Bone Regeneration surgery. The X-rays were obtained using Kodak RVG 6100 set with a resolution higher than 14 pl/mm. Textural analysis of these areas included: cropping rectangular ROIs (Regions of Interest) from both types of images (right after and ‘1 year after’ the procedure), computing following features: 3 basic (minimum, maximum, average value of pixels), GLRL matrix and GLCM. The final step was the assessment of the features and analysis of those which are statistically significant.

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Acknowledgement

The research was performed as a part of the projects S/WM/1/ 2017 and was financed with the founds for science from the Polish Ministry of Science and Higher Education.

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Authors and Affiliations

  1. Institute of Mechatronics, Warsaw University of Technology, św. Andrzeja Boboli 8, 02-525, Warsaw, Poland

    Gabriela Girejko

  2. Faculty of Mechanical Engineering, Białystok University of Technology, Wiejska 45C, 15-351, Białystok, Poland

    Marta Borowska

  3. Department of Oral Surgery, Medical University of Białystok, M. Curie-Skłodowskiej 24A, 15-276, Białystok, Poland

    Janusz Szarmach

Authors
  1. Gabriela Girejko
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  2. Marta Borowska
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  3. Janusz Szarmach
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Corresponding author

Correspondence to Gabriela Girejko .

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Editors and Affiliations

  1. Faculty of Biomedical Engineering, Silesian University of Technology, Zabrze, Poland

    Ewa Pietka

  2. Faculty of Biomedical Engineering, Silesian University of Technology, Zabrze, Poland

    Pawel Badura

  3. Faculty of Biomedical Engineering, Silesian University of Technology, Zabrze, Poland

    Jacek Kawa

  4. Faculty of Biomedical Engineering, Silesian University of Technology, Zabrze, Poland

    Wojciech Wieclawek

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Girejko, G., Borowska, M., Szarmach, J. (2019). Statistical Analysis of Radiographic Textures Illustrating Healing Process After the Guided Bone Regeneration Surgery. In: Pietka, E., Badura, P., Kawa, J., Wieclawek, W. (eds) Information Technology in Biomedicine. ITIB 2018. Advances in Intelligent Systems and Computing, vol 762. Springer, Cham. https://doi.org/10.1007/978-3-319-91211-0_19

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