Mr. Varadharajan Jayakumar Profile

Varadharajan Jayakumar

at Univ of Waterloo

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Author

Publications (3)

Proceedings Article | 3 October 2022 Poster + Paper

Quantum machine learning prediction model for retinal conditions: performance analysis

Manoj Naick, Mohammed Abdul Rasheed, Varadharajan Jayakumar, Janarthanam Jothi Balaji, Vasudevan Lakshminarayanan

Proceedings Volume 12227, 122270V (2022) https://doi.org/10.1117/12.2633672

KEYWORDS: Machine learning, Quantum computing, Optical coherence tomography, Image classification, Image processing

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Proceedings Article | 4 April 2022 Poster + Presentation + Paper

Annotation and segmentation of diabetic retinopathy lesions: an explainable AI application

Hoda Kheradfallah, Janarthanam Jothi Balaji, Varadharajan Jayakumar, Mohammed Abdul Rasheed, Vasudevan Lakshminarayanan

Proceedings Volume 12033, 120331X (2022) https://doi.org/10.1117/12.2612576

KEYWORDS: Image segmentation, Performance modeling, Databases, Artificial intelligence, Data modeling, Visual process modeling, Statistical modeling, Visualization, Vitreous, Sensors

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Proceedings Article | 15 February 2021 Presentation + Paper

Uncertainty aware and explainable diagnosis of retinal disease

Amitojdeep Singh, Sourya Sengupta, Mohamed Abdul Rasheed, Varadharajan Jayakumar, Vasudevan Lakshminarayanan

Proceedings Volume 11601, 116010J (2021) https://doi.org/10.1117/12.2581362

KEYWORDS: Visualization, Visual process modeling, Uncertainty analysis, Opacity, Monte Carlo methods, Data modeling

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