Digital holographic microscopy and machine learning approach for the classification of inflammation in macrophages

Vishesh Dubey; Vishesh Dubey; Azeem Ahmad; Rajwinder Singh; Rajwinder Singh; Dalip Singh Mehta; Balpreet Singh Ahluwalia

doi:10.1364/DH.2019.Th3A.4

Digital Holography and Three-Dimensional Imaging 2019
OSA Technical Digest (Optica Publishing Group, 2019),
paper Th3A.4
•https://doi.org/10.1364/DH.2019.Th3A.4

Digital holographic microscopy and machine learning approach for the classification of inflammation in macrophages

Vishesh Dubey, Azeem Ahmad, Rajwinder Singh, Dalip Singh Mehta, and Balpreet Singh Ahluwalia

Digital Holography and Three-Dimensional Imaging 2019

Bordeaux France
19–23 May 2019
ISBN: 978-1-943580-59-0

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Poster Session II (Th3A)

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V. Dubey, A. Ahmad, R. Singh, D. S. Mehta, and B. S. Ahluwalia, "Digital holographic microscopy and machine learning approach for the classification of inflammation in macrophages," in Digital Holography and Three-Dimensional Imaging 2019, OSA Technical Digest (Optica Publishing Group, 2019), paper Th3A.4.

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Abstract

Digital holographic microscopy system is developed for the quantitative phase imaging of the macrophages. The results are utilized as input of the support vector machine based classifier for the detection of inflammation in macrophages.

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