Ms. Yiyin Jin Profile

Yiyin Jin

at Univ of California Los Angeles

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Author

Publications (4)

Proceedings Article | 1 August 2021 Presentation

Early identification of live bacteria in water samples using time-lapse holographic imaging and deep learning

Hongda Wang, Hatice Koydemir, Yunzhe Qiu, Bijie Bai, Yibo Zhang, Yiyin Jin, Sabiha Tok, Enis Yilmaz, Esin Gumustekin, Yair Rivenson, Aydogan Ozcan

Proceedings Volume 11804, 118041T (2021) https://doi.org/10.1117/12.2593804

KEYWORDS: Bacteria, Holography, Statistical analysis, System identification, Sensing systems, Safety, Neural networks, Microbiology, Imaging systems, Image classification

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Proceedings Article | 9 March 2020 Presentation

Deep learning enables high-throughput early detection and classification of bacterial colonies using time-lapse coherent imaging (Conference Presentation)

Hongda Wang, Hatice Koydemir, Yunzhe Qiu, Bijie Bai, Yibo Zhang, Yiyin Jin, Sabiha Tok, Enis Yilmaz, Esin Gumustekin, Yilin Luo, Yair Rivenson, Aydogan Ozcan

Proceedings Volume 11230, 112300E (2020) https://doi.org/10.1117/12.2547399

KEYWORDS: Coherence imaging, Bacteria, Classification systems, Pathogens, Drug discovery, Gold, Computing systems, System identification, 3D image reconstruction, Holograms

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Proceedings Article | 9 September 2019 Presentation

Cross-modality super-resolution in fluorescence microscopy enabled by generative adversarial networks (Conference Presentation)

Hongda Wang, Yair Rivenson, Yiyin Jin, Zhensong Wei, Ronald Gao, Harun Gunaydin, Laurent Bentolila, Comert Kural, Aydogan Ozcan

Proceedings Volume 11088, 110880E (2019) https://doi.org/10.1117/12.2528979

KEYWORDS: Microscopy, Luminescence, Image resolution, Super resolution, Objectives, Confocal microscopy, Signal to noise ratio, Image enhancement, Super resolution microscopy, Gallium nitride

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Proceedings Article | 4 March 2019 Presentation

Deep-learning enables cross-modality super-resolution in fluorescence microscopy (Conference Presentation)

Hongda Wang, Yair Rivenson, Yiyin Jin, Zhensong Wei, Ronald Gao, Harun Günaydın, Laurent Bentolila, Comert Kural, Aydogan Ozcan

Proceedings Volume 10937, 109370G (2019) https://doi.org/10.1117/12.2507596

KEYWORDS: Microscopy, Super resolution, Luminescence, Image processing, Image resolution, Confocal microscopy, Neural networks, Gallium nitride, Diffraction, Signal to noise ratio

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