Ms. Fay Wang Profile

Fay Wang

at Columbia Univ

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Publications (4)

Proceedings Article | 16 March 2023 Poster + Paper

High-speed fluorescence molecular tomography reconstructions through a sparsity constrained neural network

Fay Wang, Andreas Hielscher, Stephen Hyunkeol Kim

Proceedings Volume 12390, 123900G (2023) https://doi.org/10.1117/12.2649022

KEYWORDS: Fluorescence, Education and training, Absorption, Quantum networks, Neural networks, Reconstruction algorithms, Fluorescence tomography, Tissues, Image restoration, Neuroimaging

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SPIE Journal Paper | 8 March 2023 Open Access

Unrolled-DOT: an interpretable deep network for diffuse optical tomography

Yongyi Zhao, Ankit Raghuram, Fay Wang, Stephen Hyunkeol Kim, Andreas Hielscher, Jacob Robinson, Ashok Veeraraghavan

JBO, Vol. 28, Issue 03, 036002, (March 2023) https://doi.org/10.1117/12.10.1117/1.JBO.28.3.036002

KEYWORDS: Image restoration, Education and training, Reconstruction algorithms, Machine learning, Image quality, Data modeling, Diffuse optical tomography, Optical networks, Matrices, Visualization

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Proceedings Article | 2 March 2022 Poster + Paper

Employing a neural network approach for reducing the convergence speed of diffuse optical image reconstruction algorithms

Fay Wang, Andreas Hielscher, Stephen Kim

Proceedings Volume 11971, 1197109 (2022) https://doi.org/10.1117/12.2609631

KEYWORDS: Neural networks, Data modeling, Image restoration, Absorption, Transform theory, Inverse problems, Temporal resolution, Reconstruction algorithms, Evolutionary algorithms, Tissue optics

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Proceedings Article | 7 December 2021 Paper

Optical scattering as an early marker of apoptosis during chemotherapy and antiangiogenic therapy in murine models of prostate and breast cancer

Syeda Tabassum, Anup Tank, Fay Wang, Kavon Karrobi, Cameron Vergato, Irving Bigio, David Waxman, Darren Roblyer

Proceedings Volume 11919, 119190N (2021) https://doi.org/10.1117/12.2614583

KEYWORDS: Tumors, Scattering, Cell death, Prostate, Tumor growth modeling, Tissue optics, Breast cancer, Tissues, Oxygen, Optical testing

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