Selection of Hyperspectral Endmember Extraction Algorithm for Tumor Delineation in Animal Models

Deependra Mishra; John Wang; Steven T. Wang; Steven T. Wang; Qian Cao; Helena Hurbon; Helena Hurbon; Walter Akers; Mikhail Y. Berezin; Mikhail Y. Berezin

doi:10.1364/OMP.2021.OF2E.2

Biophotonics Congress 2021
OSA Technical Digest (Optica Publishing Group, 2021),
paper OF2E.2
•https://doi.org/10.1364/OMP.2021.OF2E.2

Selection of Hyperspectral Endmember Extraction Algorithm for Tumor Delineation in Animal Models

Deependra Mishra, John Wang, Steven T. Wang, Qian Cao, Helena Hurbon, Walter Akers, and Mikhail Y. Berezin

Optical Molecular Probes, Imaging and Drug Delivery 2021

Washington, DC United States
12–16 April 2021
ISBN: 978-1-943580-85-9

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Tissue Morphology (OF2E)

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D. Mishra, J. Wang, S. T. Wang, Q. Cao, H. Hurbon, W. Akers, and M. Y. Berezin, "Selection of Hyperspectral Endmember Extraction Algorithm for Tumor Delineation in Animal Models," in Biophotonics Congress 2021, C. Boudoux, K. Maitland, C. Hendon, M. Wojtkowski, K. Quinn, M. Schanne-Klein, N. Durr, D. Elson, F. Cichos, L. Oddershede, V. Emiliani, O. Maragò, S. Nic Chormaic, N. Pégard, S. Gibbs, S. Vinogradov, M. Niedre, K. Samkoe, A. Devor, D. Peterka, P. Blinder, and E. Buckley, eds., OSA Technical Digest (Optica Publishing Group, 2021), paper OF2E.2.

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Abstract

Advanced algorithms used in geospatial imaging were adopted for biomedical application to analyze hyperspectral datasets. To demonstrate the effectiveness, endmember extractions method was applied for delineating tumors in animal models of cancer.

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