Mr. Peyman Gholami Profile

Peyman Gholami

Graduate Student

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Publications (3)

Proceedings Article | 16 March 2018 Paper

Classification of optical coherence tomography images for diagnosing different ocular diseases

Peyman Gholami, Mohsen Sheikh Hassani, Mohana Kuppuswamy Parthasarathy, John Zelek, Vasudevan Lakshminarayanan

Proceedings Volume 10487, 1048705 (2018) https://doi.org/10.1117/12.2292520

KEYWORDS: Optical coherence tomography, Image classification, Binary data, Feature extraction, Retina, Data modeling, Eye, Machine learning, Classification systems, Computing systems

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Proceedings Article | 14 February 2018 Paper

Intra-retinal segmentation of optical coherence tomography images using active contours with a dynamic programming initialization and an adaptive weighting strategy

Peyman Gholami, Priyanka Roy, Mohana Kuppuswamy Parthasarathy, Abbas Ommani, John Zelek, Vasudevan Lakshminarayanan

Proceedings Volume 10483, 104832M (2018) https://doi.org/10.1117/12.2292095

KEYWORDS: Image segmentation, Optical coherence tomography, Computer programming, Denoising, Speckle, Retina, Mathematical modeling, Eye, Image analysis, Data modeling

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Proceedings Article | 14 February 2018 Paper

Automated intraretinal layer segmentation of optical coherence tomography images using graph-theoretical methods

Priyanka Roy, Peyman Gholami, Mohana Kuppuswamy Parthasarathy, John Zelek, Vasudevan Lakshminarayanan

Proceedings Volume 10483, 104832U (2018) https://doi.org/10.1117/12.2282949

KEYWORDS: Image segmentation, Image processing algorithms and systems, Optical coherence tomography, Algorithm development, Retina, Pathology, Evolutionary algorithms, Visualization, Denoising, Image processing

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