Mr. David Baum Profile

David Baum

at Univ. of California, Los Angeles

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Publications (2)

Proceedings Article | 5 March 2021 Presentation

Label-free analysis of micro-algae populations using a high-throughput holographic imaging flow cytometer and deep learning

Cagatay Isil, Kevin De Haan, Hatice Ceylan Koydemir, Zoltán Göröcs, David Baum, Fang Song, Thamira Skandakumar, Esin Gumustekin, Aydogan Ozcan

Proceedings Volume 11655, 116550B (2021) https://doi.org/10.1117/12.2579674

KEYWORDS: Holography, Statistical analysis, Holograms, 3D image reconstruction, Water, Photosynthesis, Particles, Organisms, Ocean optics, Microfluidics

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Proceedings Article | 5 March 2021 Presentation

Label-free detection of Giardia lamblia cysts in water samples using a field-portable imaging flow cytometer and deep learning

Zoltán Göröcs, David Baum, Fang Song, Kevin De Haan, Hatice Ceylan Koydemir, Yunzhe Qiu, Zilin Cai, Thamira Skandakumar, Spencer Peterman, Miu Tamamitsu, Aydogan Ozcan

Proceedings Volume 11632, 116320G (2021) https://doi.org/10.1117/12.2579482

KEYWORDS: Water, Safety, Pathogens, Luminescence, Holography, Holograms, Convolutional neural networks, Contamination, Computational imaging, Chlorine

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