Mr. Dariusz Jagodzinski Profile

Dariusz Jagodzinski

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Publications (7)

Proceedings Article | 28 September 2016 Paper

Novelty detection for breast cancer image classification

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

Proceedings Volume 10031, 1003135 (2016) https://doi.org/10.1117/12.2249183

KEYWORDS: Image classification, Breast cancer, Data modeling, Thermal modeling, Detection and tracking algorithms, Image quality, Diagnostics, Image segmentation, Feature selection, Binary data

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Proceedings Article | 28 September 2016 Paper

Application of SVM classifier in thermographic image classification for early detection of breast cancer

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

Proceedings Volume 10031, 100312T (2016) https://doi.org/10.1117/12.2249063

KEYWORDS: Breast cancer, Image classification, Thermal modeling, Breast, Machine learning, Optimization (mathematics), Image segmentation, Mammography, Mobile devices, Chemical elements

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Proceedings Article | 28 September 2016 Paper

Feature selection and definition for contours classification of thermograms in breast cancer detection

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

Proceedings Volume 10031, 100312U (2016) https://doi.org/10.1117/12.2249064

KEYWORDS: Breast, Breast cancer, Data modeling, Feature selection, Neurons, Cancer, Skin, Statistical modeling, Feature extraction, Classification systems

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Proceedings Article | 28 September 2016 Paper

Automatic recognition of thermographic examinations for early detection of breast cancer

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

Proceedings Volume 10031, 100312X (2016) https://doi.org/10.1117/12.2249067

KEYWORDS: Skin, Breast, Pathology, Image classification, Breast cancer, Classification systems, Matrices, Machine learning, Thermography, Liquid crystals

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Proceedings Article | 28 September 2016 Paper

Preprocessing for classification of thermograms in breast cancer detection

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

Proceedings Volume 10031, 100313A (2016) https://doi.org/10.1117/12.2249307

KEYWORDS: Breast cancer, Machine learning, Breast, Image processing, Image classification, Algorithm development, Detection and tracking algorithms, Classification systems, Binary data, Image compression

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Proceedings Article | 28 September 2016 Paper

Contour classification in thermographic images for detection of breast cancer

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

Proceedings Volume 10031, 100312V (2016) https://doi.org/10.1117/12.2249065

KEYWORDS: Breast cancer, Image classification, Machine learning, Thermography, Breast, Image processing, Tumors, Cancer, Image segmentation, Algorithm development

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Proceedings Article | 28 September 2016 Paper

Asymmetry features for classification of thermograms in breast cancer detection

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

Proceedings Volume 10031, 100312W (2016) https://doi.org/10.1117/12.2249066

KEYWORDS: Breast cancer, Machine learning, Computing systems, Breast, Thermography, Image processing, Infrared imaging, Databases, Cancer, Mammography

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Showing 5 of 7 publications

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