Have a personal or library account? Click to login
Automatic Hemangioma Detection Algorithm Using a Cascade of K-Means and Active Contour Model Cover

Automatic Hemangioma Detection Algorithm Using a Cascade of K-Means and Active Contour Model

Open Access
|Dec 2024

References

  1. O. Enjolras, M. Wassef and R. Chapot, “Color Atlas of Vascular Tumorsand Vascular Malformations”, Introduction: ISSVA Classification. Cambridge University Press, pp. 1-11, (2012)
  2. S. Zambanini, R. Sablatnig, H. Maier and G. Langs, “Automatic image based assessment of lesion development during hemangioma follow-up examinations”, Artificial Intelligence in Medicine, vol. 50, Iss. 2, pp. 83-94, (2010)
  3. C. Neghină, M. Zamfir, M. Ciuc, A. Sultana, M. Popescu, "Automatic monitoring system for the detection and evaluation of the evolution of hemangiomas", International Conference on Image Processing Theory, Tools and Applications (IPTA), Oulu, Finland, (2016)
  4. Alina Sultana, Catalina Neghină, Marta Zamfir, "Automatic Monitoring System for the Evolution of the Hemangiomas", Conference: 11th International Symposium on Advanced Topics in Electrical Engineering (ATEE), Location: Bucharest, ROMANIA, ISBN:978-1-4799-7514-3, (2019)
  5. C. Neghină, M. Zamfir, M. Ciuc, A. Sultana, "Automatic detection of hemangioma through a cascade of Self-Organizing Map clustering and morphological operators", 20th Conference on Medical Image Understanding and Analysis (MIUA), Loughborough, UK, Published by Elsevier, ISBN: 978-1-5108-2708-0, Procedia Computer Science, Volume 90, pp. 145 – 150, (2016)
  6. Cătălina Neghină, Marta Zamfir, Alina Sultana, Elena Ovreiu, Mihai Ciuc, "Automatic detection of hemangiomas using unsupervised segmentation of regions of interest", IEEE International Conference on Communications (COMM), pages: 69 – 72, ISBN: 978-1-4673-8198-7, București, Romania, (2016)
  7. Alina Sultana, Horvath BALAZS, Silvia OVREIU, Serban OPRISESCU, Catalina-Elena Neghina, "Infantile Hemangioma Detection using Deep Learning", 13th International Conference on Communications (COMM), București, Romania, ISBN: 978-1-7281-5611-8, (2020)
  8. Neghina, M., Rasche, C., Ciuc, M., Sultana, A., & Tiganesteanu, C. “Automatic detection of cervical cells in Pap-smear images using polar transform and k-means segmentation”, IPTA, (2016)
  9. Abiodun M. Ikotun, Absalom E. Ezugwu, Laith Abualigah, Belal Abuhaija, Jia Heming, “K-means clustering algorithms: A comprehensive review, variants analysis, and advances in the era of big data”, Information Sciences, Volume 622, Pages 178-210, ISSN 0020-0255, (2023)
  10. Kass, M, Witkin, A, Terzopoulos, D. "Snakes: Active contour models", International Journal of Computer Vision, doi:10.1007/BF00133570, (1988)
DOI: https://doi.org/10.2478/aucts-2024-0002 | Journal eISSN: 2668-6449 | Journal ISSN: 1583-7149
Language: English
Page range: 20 - 23
Published on: Dec 31, 2024
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year

© 2024 Neghină Cătălina, Sultana Alina, published by Lucian Blaga University of Sibiu
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.