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Your search keyword '"Van K. Lam"' showing total 2 results
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2 results on '"Van K. Lam"'

1. Machine learning and phase signatures in cell line classification

Author

Thuc Phan, Christopher B. Raub, Thanh Nguyen, George Nehmetallah, Van K. Lam, and Byung Min Chung

Subjects
law, business.industry, Computer science, Phase contrast microscopy, Phase imaging, Image processing, Artificial intelligence, business, Machine learning, computer.software_genre, computer, law.invention
Abstract

Optical phase signatures obtained from a telecentric DHM system input to machine learning algorithms classify cell lines of mesenchymal and epithelial morphologies with high accuracy, leading to sensitive and reproducible phenotypic profiling of cell lines.

Published
2019
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2. The effects of cytokeratin knock-out on breast cancer cell phase features assessed with telecentric digital holographic microscopy (DHM) and machine learning

Author

George Nehmetallah, Christopher B. Raub, Byung Min Chung, and Van K. Lam

Subjects
Support vector machine, Cytokeratin, Computer science, Digital holographic microscopy, Breast cancer cells, skin and connective tissue diseases, Biomedical engineering
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.

Published
2018
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