Skip to main content

2016 | OriginalPaper | Buchkapitel

Decrease in False Assumption for Detection Using Digital Mammography

verfasst von : Chiranji Lal Chowdhary, Gudavalli Vijaya Krishna Sai, D. P. Acharjya

Erschienen in: Computational Intelligence in Data Mining—Volume 2

Verlag: Springer India

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Our research work elaborated in the design and construction of a method that bring sustenance for a reduction in false assumptions during the detection of breast cancer. Our key drive of this research work was to elude the false assumptions in the detection practice in a cost effective manner. We proposed a unique method to decrease false assumption in breast cancer detection cases and split this method in three different modules as preprocessing, formation of homogeneous blocks and color quantization. The preprocessing convoluted in eradicating the extraneous slices. The formation homogeneous blocks sub-method was to do segmentation of the image. The task of the third sub-method (i.e. color quantization) was to break the colors amid different regions.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
3.
Zurück zum Zitat Sharma, J., Rai, J.K., Tewari, R.P.: Identification of pre-processing technique for enhancement of mammogram images. In: International Conference on Medical Imaging, m-Health and Emerging Communication Systems, pp. 115–119. (2014) Sharma, J., Rai, J.K., Tewari, R.P.: Identification of pre-processing technique for enhancement of mammogram images. In: International Conference on Medical Imaging, m-Health and Emerging Communication Systems, pp. 115–119. (2014)
4.
Zurück zum Zitat Kwok, S.M., Chandrasekhar, R., Attikiouzel, Y., Rickard, M.T.: Automatic pectoral muscle segmentation on mediolateral oblique view mammograms. IEEE Trans. Med. Imaging 23, 1129–1140 (2004)CrossRef Kwok, S.M., Chandrasekhar, R., Attikiouzel, Y., Rickard, M.T.: Automatic pectoral muscle segmentation on mediolateral oblique view mammograms. IEEE Trans. Med. Imaging 23, 1129–1140 (2004)CrossRef
5.
Zurück zum Zitat Fear, E.C., Stuchly, M.A.: Microwave detection of breast cancer. IEEE Trans. Microwave Theory Tech. 48, 1854–1863 (2000)CrossRef Fear, E.C., Stuchly, M.A.: Microwave detection of breast cancer. IEEE Trans. Microwave Theory Tech. 48, 1854–1863 (2000)CrossRef
6.
Zurück zum Zitat Vladimir, A., Cherepenin, V.A., Karpov, A.Y., Korjenevsky, A.V., Kornienko, V.N., Kultiasov, Y.S., Ochapkin, M.B., Trochanova, O.V., Meister, J.D.: Three-dimensional EIT imaging of breast tissues: system design and clinical testing. IEEE Trans. Med. Imaging 2, 662–667 (2002) Vladimir, A., Cherepenin, V.A., Karpov, A.Y., Korjenevsky, A.V., Kornienko, V.N., Kultiasov, Y.S., Ochapkin, M.B., Trochanova, O.V., Meister, J.D.: Three-dimensional EIT imaging of breast tissues: system design and clinical testing. IEEE Trans. Med. Imaging 2, 662–667 (2002)
7.
Zurück zum Zitat Yu, S.S., Tsai, C.Y., Liu, C.C.: A breast region extraction scheme for digital mammograms using gradient vector flow snake, pp. 715–720. Department of Electronic Engineering National Chin-Vi University of Technology Taiping, Taichung (2010) Yu, S.S., Tsai, C.Y., Liu, C.C.: A breast region extraction scheme for digital mammograms using gradient vector flow snake, pp. 715–720. Department of Electronic Engineering National Chin-Vi University of Technology Taiping, Taichung (2010)
8.
Zurück zum Zitat Zwiggelaar, R., Astley, S.M., Boggis, C.R.M., Taylor, C.J.: Linear structures in mammographic images: detection and classification. IEEE Trans. Med. Imaging 23, 1077–1086 (2004) Zwiggelaar, R., Astley, S.M., Boggis, C.R.M., Taylor, C.J.: Linear structures in mammographic images: detection and classification. IEEE Trans. Med. Imaging 23, 1077–1086 (2004)
9.
Zurück zum Zitat Sumari, P., Raman, V.: Patrick: digital mammogram tumor preprocessing segmentation feature extraction and classification. In: World Congress on Computer Science and Information Engineering, pp. 507–511. (2009) Sumari, P., Raman, V.: Patrick: digital mammogram tumor preprocessing segmentation feature extraction and classification. In: World Congress on Computer Science and Information Engineering, pp. 507–511. (2009)
Metadaten
Titel
Decrease in False Assumption for Detection Using Digital Mammography
verfasst von
Chiranji Lal Chowdhary
Gudavalli Vijaya Krishna Sai
D. P. Acharjya
Copyright-Jahr
2016
Verlag
Springer India
DOI
https://doi.org/10.1007/978-81-322-2731-1_30