The effects of cytokeratin knock-out on breast cancer cell phase features assessed with telecentric digital holographic microscopy (DHM) and machine learning

Van Lam; George Nehmetallah; Byung Min Chung; Christopher Raub

doi:10.1364/3D.2018.JTh3B.4

Imaging and Applied Optics 2018 (3D, AO, AIO, COSI, DH, IS, LACSEA, LS&C, MATH, pcAOP)
OSA Technical Digest (Optica Publishing Group, 2018),
paper JTh3B.4
•https://doi.org/10.1364/3D.2018.JTh3B.4

The effects of cytokeratin knock-out on breast cancer cell phase features assessed with telecentric digital holographic microscopy (DHM) and machine learning

Van Lam, George Nehmetallah, Byung Min Chung, and Christopher Raub

Imaging Systems and Applications 2018

Orlando, Florida United States
25–28 June 2018
ISBN: 978-1-943580-44-6

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Holographic Microscopy (JTh3B)

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V. Lam, G. Nehmetallah, B. M. Chung, and C. Raub, "The effects of cytokeratin knock-out on breast cancer cell phase features assessed with telecentric digital holographic microscopy (DHM) and machine learning," in Imaging and Applied Optics 2018 (3D, AO, AIO, COSI, DH, IS, LACSEA, LS&C, MATH, pcAOP), OSA Technical Digest (Optica Publishing Group, 2018), paper JTh3B.4.

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Abstract

A telecentric DHM system and a support vector machine-based classifier were developed to investigate the effects of cytokeratin 19 knockout on the morphology and phase features of MDA-MB-231 breast cancer cells.

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