Detail publikace

Brain Tumor DWIs: Comparing the Results of Manual and Computer-Based Evaluation

MARCOŇ, P. ŠIRŮČKOVÁ, A. DOHNAL, P.

Originální název

Brain Tumor DWIs: Comparing the Results of Manual and Computer-Based Evaluation

Typ

článek ve sborníku ve WoS nebo Scopus

Jazyk

angličtina

Originální abstrakt

The article is focused on the segmentation of pathology in brain tissue derived from diffusion weighted images. The authors describe two approaches of segmentation. The first approach is based on support vector machine classification and the second on manual segmentation. Segmentation was performed on four types of images that have been derived from calculation of ADC (apparent diffusion coefficient) map (Trace, Fraction Anisotropy, Volume Ratio, and Mean of All B0s). Segmented data was analyzed statistically to compare two researched approaches of segmentation. Additionally, the article investigates the most valuable type of processed images for detection and classification of pathologic tissue – tumor

Klíčová slova

3D segmentation, brain tumors, diffusion weighted imaging, SVM classification

Autoři

MARCOŇ, P.; ŠIRŮČKOVÁ, A.; DOHNAL, P.

Vydáno

19. 11. 2017

Nakladatel

IEEE

Místo

Singapore

ISBN

978-1-5386-1211-8

Kniha

Progress in Electromagnetics Research Symposium - Fall (PIERS - FALL), 2017

Strany od

1857

Strany do

1861

Strany počet

5

BibTex

@inproceedings{BUT142232,
  author="Petr {Marcoň} and Anna {Širůčková} and Přemysl {Dohnal}",
  title="Brain Tumor DWIs: Comparing the Results of Manual and Computer-Based Evaluation",
  booktitle="Progress in Electromagnetics Research Symposium - Fall (PIERS - FALL), 2017",
  year="2017",
  pages="1857--1861",
  publisher="IEEE",
  address="Singapore",
  doi="10.1109/PIERS-FALL.2017.8293440",
  isbn="978-1-5386-1211-8"
}