Dr. Qiao Liu Profile

Dr. Qiao Liu

Associate Professor at Shandong Univ

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Publications (10)

Proceedings Article | 5 December 2024 Paper

Multiplex imaging flow cytometry with content-aware image restoration deep learning enhances cell imaging quality

Zhiwen Wang, Jie Zhou, Qiao Liu, Limei Wang, Xuantao Su

Proceedings Volume 13418, 134183R (2024) https://doi.org/10.1117/12.3048765

KEYWORDS: Flow cytometry, Image enhancement, Deep learning, Biomedical optics, Analytical research

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Proceedings Article | 8 October 2024 Paper

Optimization of trajectory length in light scattering imaging for nanoparticle diffusion analysis

Nebras Ahmed Mohamed, Faihaa Mohammed Eltigani, Qiao Liu, Xuantao Su

Proceedings Volume 13271, 132710F (2024) https://doi.org/10.1117/12.3039874

KEYWORDS: Diffusion, Light scattering, Nanoparticles, Particles, Motion analysis, Machine learning, Objectives, Biological research

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Proceedings Article | 12 March 2024 Paper

Label-free light scattering imaging of nanoscale small extracellular vesicles

Faihaa Mohammed Eltigani, Zhuo Wang, Qiao Liu, Shuanglian Wang, Xuantao Su

Proceedings Volume 12846, 1284605 (2024) https://doi.org/10.1117/12.3001048

KEYWORDS: Light scattering, Nanoparticles, Quantitative analysis, Inverse scattering problem, Deep learning, Biomedical optics, Analytical research, Liver cancer

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Proceedings Article | 12 March 2024 Presentation + Paper

Development of a single-detector imaging flow cytometer for light scattering and fluorescence dual-modality analysis with deep learning

Zhiwen Wang, Jie Zhou, Qiao Liu, Xuantao Su

Proceedings Volume 12846, 1284608 (2024) https://doi.org/10.1117/12.3001191

KEYWORDS: Biomedical optics, Deep learning, Light scattering, Microspheres, Fluorescence imaging, Flow cytometry, Fluorescence, Ovarian cancer, Mie scattering, Imaging systems

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Proceedings Article | 18 July 2023 Paper

Label-free analysis of single microparticles and nanoscale exosomes with two-dimensional light scattering technology

Zhuo Wang, Aishi Wang, Qiao Liu, Shuanglian Wang, Xuantao Su

Proceedings Volume 12745, 1274507 (2023) https://doi.org/10.1117/12.2682909

KEYWORDS: Light scattering, Nanoparticles, Visualization, Cancer detection, Flow cytometry

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Proceedings Article | 18 July 2023 Paper

Processing and analysis of motion-blur images in light scattering flow cytometry

Fubang Yuan, Zhiwen Wang, Qiao Liu, Xuantao Su

Proceedings Volume 12745, 1274511 (2023) https://doi.org/10.1117/12.2682917

KEYWORDS: Light scattering, Particles, Deblurring, Flow cytometry, Microspheres, Motion blur, Image processing, Mie scattering

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Proceedings Article | 10 October 2020 Poster + Paper

High-content 2D light scattering flow cytometry for label-free classification of cervical carcinoma cells with deep learning

Chao Liu, Qiao Liu, Xuantao Su

Proceedings Volume 11553, 115532J (2020) https://doi.org/10.1117/12.2575099

KEYWORDS: Light scattering, Flow cytometry, CMOS technology, CMOS sensors, Sensors

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Proceedings Article | 20 November 2019 Paper

Automatic detection of leukemia cells by 2D light scattering microfluidic cytometry and deep learning

Jing Sun, Lan Wang, Qiao Liu, Xuantao Su

Proceedings Volume 11190, 111901T (2019) https://doi.org/10.1117/12.2537094

KEYWORDS: Leukemia, Light scattering, Microfluidics, Lymphatic system, Tumors, Fluorescence spectroscopy, Luminescence, Convolutional neural networks

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Proceedings Article | 17 May 2019 Paper

Label-free analysis of senescent cells by light sheet microfluidic cytometry with a disposable hydrodynamic focusing unit

Meiai Lin, Shuyu Zhang, Qiao Liu, Changshun Shao, Xuantao Su

Proceedings Volume 11170, 1117043 (2019) https://doi.org/10.1117/12.2534145

KEYWORDS: Microfluidics, Light scattering, Tumors, Particles, Scatter measurement, Mie scattering, Scattering, Microfabrication

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Proceedings Article | 31 October 2016 Paper

Development of wide-angle 2D light scattering static cytometry

Linyan Xie, Qiao Liu, Changshun Shao, Xuantao Su

Proceedings Volume 10024, 100243N (2016) https://doi.org/10.1117/12.2246168

KEYWORDS: Mie scattering, Particles, Leukemia, Scatter measurement, Optical testing, Microscopes, Light scattering, Biological research, Flow cytometry, Optical fibers

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Showing 5 of 10 publications

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