Mr. Amitojdeep Singh Brar Profile

Amitojdeep Singh Brar

at Manulife Financial Corp

SPIE Involvement:

Author

Publications (5)

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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Proceedings Article | 15 February 2021 Presentation + Paper

EdgeWaveNet: edge aware residual wavelet GAN for OCT image denoising

Sourya Sengupta, Amitojdeep Singh, Vasudevan Lakshminarayanan

Proceedings Volume 11601, 116010I (2021) https://doi.org/10.1117/12.2581110

KEYWORDS: Optical coherence tomography, Image denoising, Wavelets, Gallium nitride, Denoising, Discrete wavelet transforms, Speckle, Smoothing, Image quality, Visibility

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Proceedings Article | 20 August 2020 Presentation + Paper

Interpretation of deep learning using attributions: application to ophthalmic diagnosis

Amitojdeep Singh, Abdul Rasheed Mohammed, John Zelek, Vasudevan Lakshminarayanan

Proceedings Volume 11511, 115110A (2020) https://doi.org/10.1117/12.2568631

KEYWORDS: Optical coherence tomography, Retina, Image classification, Performance modeling, Convolutional neural networks, Ophthalmology, Machine learning, Medical image processing

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