Mr. Nilay Vora Profile

Nilay Vora

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Publications (5)

SPIE Journal Paper | 22 December 2023 Open Access

Restoration of metabolic functional metrics from label-free, two-photon human tissue images using multiscale deep-learning-based denoising algorithms

Nilay Vora, Christopher M. Polleys, Filippos Sakellariou, Georgios Georgalis, Hong-Thao Thieu, Elizabeth Genega, Narges Jahanseir, Abani Patra, Eric Miller, Irene Georgakoudi

JBO, Vol. 28, Issue 12, 126006, (December 2023) https://doi.org/10.1117/12.10.1117/1.JBO.28.12.126006

KEYWORDS: Education and training, Data modeling, Denoising, Tissues, Image quality, Wavelets, Nicotinamide adenine dinucleotide, Mitochondria, Image quality standards, Biopsy

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Proceedings Article | 17 March 2023 Presentation

Meet the clusters: a deep learning approach for label-free detection of circulating tumor cell clusters using flow cytometry

Nilay Vora, Prashant Shekhar, Jasmine Kwan, Michael Esmail, Abani Patra, Irene Georgakoudi

Proceedings Volume PC12363, PC123630A (2023) https://doi.org/10.1117/12.2649335

KEYWORDS: Tumors, Flow cytometry, Blood, Microfluidics, Luminescence, Confocal microscopy, Transformers, Statistical modeling, Signal analysis, Sensors

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Proceedings Article | 16 March 2023 Presentation + Paper

Denoising of depth-resolved, label-free, two-photon images using deep-learning-based algorithms

Nilay Vora, Christopher Polleys, Filippos Sakellariou, Hong-Thao Thieu, Elizabeth Genega, Irene Georgakoudi

Proceedings Volume 12391, 1239107 (2023) https://doi.org/10.1117/12.2650856

KEYWORDS: Denoising, Tissues, Image quality, In vivo imaging, Image restoration, Tissue optics, Image quality standards, Machine learning, Deep learning, Metabolism, Two photon excitation microscopy, Image analysis

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Proceedings Article | 30 May 2022 Presentation

Label-free flow cytometric detection of circulating tumor cell clusters is enabled in whole blood samples by machine learning-based signal analysis

Irene Georgakoudi, Nilay Vora, Prashant Shekhar, Abani Patra

Proceedings Volume PC12136, PC121360U (2022) https://doi.org/10.1117/12.2624555

KEYWORDS: Blood, Tumors, Luminescence, Light scattering, Signal analysis, Signal detection, In vitro testing, Microfluidics, In vivo imaging, Green fluorescent protein

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Proceedings Article | 5 March 2021 Presentation

Label-free optical detection of circulating tumor cell clusters using confocal back scatter and fluorescence flow cytometry

Nilay Vora, Jasmine Kwan, Andrew Wishart, Madeleine Oudin, Irene Georgakoudi

Proceedings Volume 11647, 116470S (2021) https://doi.org/10.1117/12.2578013

KEYWORDS: Tumors, Confocal microscopy, Luminescence, Flow cytometry, Signal to noise ratio, In vitro testing, Blood, Sensors, Signal detection, Scattering

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