Contour classification in thermographic images for detection of breast cancer

Rafał Okuniewski , Robert Marek Nowak , Paweł Cichosz , Dariusz Jagodziński , Mateusz Matysiewicz , Łukasz Neumann , Witold Oleszkiewicz

Abstract

Thermographic images of breast taken by the Braster device are uploaded into web application which uses different classification algorithms to automatically decide whether a patient should be more thoroughly examined. This article presents the approach to the task of classifying contours visible on thermographic images of breast taken by the Braster device in order to make the decision about the existence of cancerous tumors in breast. It presents the results of the researches conducted on the different classification algorithms.
Author Rafał Okuniewski
Rafał Okuniewski,,
-
, Robert Marek Nowak (FEIT / PE)
Robert Marek Nowak,,
- The Institute of Electronic Systems
, Paweł Cichosz (FEIT / PE)
Paweł Cichosz,,
- The Institute of Electronic Systems
, Dariusz Jagodziński (FEIT / PE)
Dariusz Jagodziński,,
- The Institute of Electronic Systems
, Mateusz Matysiewicz
Mateusz Matysiewicz,,
-
, Łukasz Neumann (FEIT / ICS)
Łukasz Neumann,,
- The Institute of Computer Science
, Witold Oleszkiewicz (FEIT / IN)
Witold Oleszkiewicz,,
- The Institute of Computer Science
Pages100312V-1-100312V-8
Publication size in sheets0.5
Book Romaniuk Ryszard (eds.): Proc. SPIE. 10031, Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments 2016, vol. 10031, 2016, P.O. Box 10, Bellingham, Washington 98227-0010 USA , SPIE , ISBN 9781510604858, [781510604865 (electronic) ], 1170 p., DOI:10.1117/12.2257157
DOIDOI:10.1117/12.2249065
URL http://dx.doi.org/10.1117/12.2249065
Languageen angielski
File
100312V_Okuniewski.pdf 438.07 KB
Score (nominal)15
Score sourceconferenceIndex
ScoreMinisterial score = 15.0, 06-07-2020, BookChapterMatConfByConferenceseries
Ministerial score (2013-2016) = 15.0, 06-07-2020, BookChapterMatConfByConferenceseries
Publication indicators WoS Citations = 0; Scopus Citations = 1; GS Citations = 7.0
Citation count*7 (2020-08-28)
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* presented citation count is obtained through Internet information analysis and it is close to the number calculated by the Publish or Perish system.
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