Mr. Sai Kiran Reddy Maryada Profile

Sai Kiran Reddy Maryada

at Univ of Oklahoma

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Author

Publications (5)

Proceedings Article | 7 April 2023 Poster + Paper

Improving medical image segmentation and classification using a novel joint deep learning model

Sanjana Mudduluru, Sai Kiran Reddy Maryada, William Lee Booker, Dean Hougen, Bin Zheng

Proceedings Volume 12465, 124652H (2023) https://doi.org/10.1117/12.2654052

KEYWORDS: Image segmentation, Data modeling, Performance modeling, Image classification, Deep learning, Binary data, Education and training, Medical imaging, Skin cancer, Convolution

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Proceedings Article | 4 April 2022 Presentation + Paper

Developing interactive computer-aided detection tools to support translational clinical research

Gopichandh Danala, Seyedehnafiseh Mirniaharikandehei, Meredith Jones, Tiancheng Gai, Sai Kiran Maryada, Dee Wu, Yuchen Qiu, Bin Zheng

Proceedings Volume 12035, 1203503 (2022) https://doi.org/10.1117/12.2607273

KEYWORDS: Image segmentation, Computer aided diagnosis and therapy, Brain, Artificial intelligence, Medical imaging, Clinical research, Neuroimaging, Computer aided design, Computed tomography, Visualization

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Proceedings Article | 4 April 2022 Poster + Paper

Comparison of performance in breast lesions classification using radiomics and deep transfer learning: an assessment study

Gopichandh Danala, Sai Kiran Maryada, Huong Pham, Warid Islam, Meredith Jones, Bin Zheng

Proceedings Volume 12035, 120350U (2022) https://doi.org/10.1117/12.2611886

KEYWORDS: Performance modeling, Breast, Image segmentation, Solid modeling, Computer aided diagnosis and therapy, Tumor growth modeling, Computer aided design, Image classification, Medical imaging, Wavelets

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Proceedings Article | 4 April 2022 Presentation + Paper

Applying a novel two-stage deep-learning model to improve accuracy in detecting retinal fundus images

Sai Kiran Reddy Maryada, William Lee Booker, Gopichandh Danala, Catherine An Ha, Sanjana Mudduluru, Dean Hougen, Bin Zheng

Proceedings Volume 12033, 120330K (2022) https://doi.org/10.1117/12.2611565

KEYWORDS: Performance modeling, Data modeling, Solid modeling, Photography, Computer aided diagnosis and therapy, Artificial intelligence, Systems modeling, Medical imaging, Imaging informatics, Visualization

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Proceedings Article | 28 February 2020 Paper

A new interactive visual-aided decision-making supporting tool to predict severity of acute ischemic stroke

Gopichandh Danala, Sai Kiran Reddy Maryada, Morteza Heidari, Bappaditya Ray, Masoom Desai, Bin Zheng

Proceedings Volume 11317, 113171V (2020) https://doi.org/10.1117/12.2549614

KEYWORDS: Brain, Blood, Image segmentation, Visualization, Artificial intelligence, Blood circulation, Neuroimaging, Computer aided design, Ischemic stroke, Computed tomography

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