Dr. Dario Sitnik Profile

Dr. Dario Sitnik

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Publications (3)

Proceedings Article | 15 February 2021 Presentation + Paper

Approximate explicit feature map for computational augmentation of RGB images of hematoxylin and eosin stained histopathological specimens

Ivica Kopriva, Dario Sitnik, Gorana Aralica, Arijana Pačić, Marijana Popović Hadžija, Mirko Hadžija

Proceedings Volume 11603, 116030R (2021) https://doi.org/10.1117/12.2579408

KEYWORDS: RGB color model, Hyperspectral imaging, Image segmentation, Spectral resolution, Breast cancer, Binary data, Spatial resolution, Cancer

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Proceedings Article | 16 March 2020 Presentation + Paper

Transfer learning approach for intraoperative pixel-based diagnosis of colon cancer metastasis in a liver from hematoxylin-eosin stained specimens

Dario Sitnik, Ivica Kopriva, Gorana Aralica, Arijana Pačić, Marijana Popović Hadžija, Mirko Hadžija

Proceedings Volume 11320, 113200A (2020) https://doi.org/10.1117/12.2538303

KEYWORDS: RGB color model, Image segmentation, Data modeling, Colorectal cancer, Cancer, Liver, Statistical modeling, Performance modeling, Computer programming, Visualization

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Proceedings Article | 16 March 2020 Presentation + Paper

Deep learning approaches for intraoperative pixel-based diagnosis of colon cancer metastasis in a liver from phase-contrast images of unstained specimens

Dario Sitnik, Gorana Aralica, Arijana Pačić, Marijana Popović Hadžija, Mirko Hadžija, Ivica Kopriva

Proceedings Volume 11320, 1132009 (2020) https://doi.org/10.1117/12.2542799

KEYWORDS: Image segmentation, Diagnostics, Cancer, Colorectal cancer, Liver, Tissues, Computer aided diagnosis and therapy, RGB color model, Analytical research, Surgery

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