Dr. Roland R. Kaunas Profile

Dr. Roland R. Kaunas

at Texas A&M Univ

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Author

Publications (4)

SPIE Journal Paper | 13 June 2024 Open Access

Comparison of polystyrene and hydrogel microcarriers for optical imaging of adherent cells

Oscar Benavides, Berkley White, Holly Gibbs, Roland Kaunas, Carl Gregory, Kristen Maitland, Alex Walsh

JBO, Vol. 29, Issue S2, S22708, (June 2024) https://doi.org/10.1117/12.10.1117/1.JBO.29.S2.S22708

KEYWORDS: Polystyrene, Visualization, Fluorescence intensity, Simulations, Hydrogels, Fluorescence, Elasticity, Optical surfaces, Mie scattering, Wavefront errors

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Proceedings Article | 5 March 2021 Presentation + Paper

U-Net based image segmentation of mesenchymal stem cells

Sakina Mohammed Mota, Robert Rogers, Andrew Haskell, Eoin McNeill, Roland Kaunas, Carl Gregory, Maryellen Giger, Kristen Maitland

Proceedings Volume 11647, 116470V (2021) https://doi.org/10.1117/12.2575768

KEYWORDS: Image segmentation, Stem cells, Optical inspection, Algorithm development, Process control, Morphological analysis, Photomicroscopy

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SPIE Journal Paper | 1 February 2021 Open Access

Automated mesenchymal stem cell segmentation and machine learning-based phenotype classification using morphometric and textural analysis

Sakina Mota, Robert Rogers, Andrew Haskell, Eoin McNeill, Roland Kaunas, Carl Gregory, Maryellen Giger, Kristen C. Maitland

JMI, Vol. 8, Issue 01, 014503, (February 2021) https://doi.org/10.1117/12.10.1117/1.JMI.8.1.014503

KEYWORDS: Image segmentation, Remote sensing, Image processing algorithms and systems, Stem cells, Image analysis, Photomicroscopy, Image processing, Feature extraction, Machine learning, Detection and tracking algorithms

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Proceedings Article | 21 February 2019 Paper

Morphological cell image analysis for real-time monitoring of stem cell culture

Sakina Mohammed Mota, Robert Rogers, Andrew Haskell, Eoin McNeill, Maryellen Giger, Roland Kaunas, Carl Gregory, Kristen Maitland

Proceedings Volume 10883, 108831I (2019) https://doi.org/10.1117/12.2507469

KEYWORDS: Image segmentation, Remote sensing, Image processing algorithms and systems, Image analysis, Stem cells, Algorithm development, Edge detection, Feature extraction, Optical inspection, Image processing

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