microfluidic droplet-based encapsulation, barcoding, and library preparation Search Results


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AI models utilized in <t>microfluidics</t> of single-cell biology.
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MicroFluidic Systems two-phase droplet based microfluidic systems
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MicroFluidic Systems continuous-flow microfluidic systems
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Image Search Results


AI models utilized in microfluidics of single-cell biology.

Journal: Biomicrofluidics

Article Title: Enhancing single-cell biology through advanced AI-powered microfluidics

doi: 10.1063/5.0170050

Figure Lengend Snippet: AI models utilized in microfluidics of single-cell biology.

Article Snippet: Droplet-based microfluidic systems Droplet-based microfluidic systems offer a high multiplexing capacity, enabling the reactions in single-cell resolution.

Techniques:

Applications of the AI model in different microfluidic systems. (a) Droplet-based microfluidic system. Reproduced with permission from Sarkar et al., Lab Chip 20(13), 2317–2327 (2020). Copyright 2023 Royal Society of Chemistry.27 (b) Label-free detection of drug-induced morphological variations in microscopy images. Reproduced with permission from Kobayashi et al., Sci. Rep. 7(1), 12454 (2017), licensed under a Creative Commons Attribution (CC BY) license.28 (c) Deep learning-enhanced imaging flow cytometry. Reproduced with permission from Huang et al., Lab Chip 22(5), 876–889 (2022). Copyright 2022 Royal Society of Chemistry.29

Journal: Biomicrofluidics

Article Title: Enhancing single-cell biology through advanced AI-powered microfluidics

doi: 10.1063/5.0170050

Figure Lengend Snippet: Applications of the AI model in different microfluidic systems. (a) Droplet-based microfluidic system. Reproduced with permission from Sarkar et al., Lab Chip 20(13), 2317–2327 (2020). Copyright 2023 Royal Society of Chemistry.27 (b) Label-free detection of drug-induced morphological variations in microscopy images. Reproduced with permission from Kobayashi et al., Sci. Rep. 7(1), 12454 (2017), licensed under a Creative Commons Attribution (CC BY) license.28 (c) Deep learning-enhanced imaging flow cytometry. Reproduced with permission from Huang et al., Lab Chip 22(5), 876–889 (2022). Copyright 2022 Royal Society of Chemistry.29

Article Snippet: Droplet-based microfluidic systems Droplet-based microfluidic systems offer a high multiplexing capacity, enabling the reactions in single-cell resolution.

Techniques: Microscopy, Imaging, Flow Cytometry

The two main methods of microfluidic-based nanoparticle synthesis. ( a ) Continuous-flow microreactors, where the particles are synthesized in a microchannel, and ( b ) the droplet-based microreactor, where the nanoparticles are synthesized in a droplet. The yellow area (mixing) in ( a ) is optional.

Journal: Micromachines

Article Title: Microfluidic Synthesis, Control, and Sensing of Magnetic Nanoparticles: A Review

doi: 10.3390/mi12070768

Figure Lengend Snippet: The two main methods of microfluidic-based nanoparticle synthesis. ( a ) Continuous-flow microreactors, where the particles are synthesized in a microchannel, and ( b ) the droplet-based microreactor, where the nanoparticles are synthesized in a droplet. The yellow area (mixing) in ( a ) is optional.

Article Snippet: Microfluidic systems, including continuous-flow microreactors and droplet-based microreactors, are considered modern tools for synthesizing magnetic nanoparticles with major improvements.

Techniques: Synthesized

Advantages and challenges of various nanoparticle synthesis methods.

Journal: Micromachines

Article Title: Microfluidic Synthesis, Control, and Sensing of Magnetic Nanoparticles: A Review

doi: 10.3390/mi12070768

Figure Lengend Snippet: Advantages and challenges of various nanoparticle synthesis methods.

Article Snippet: Microfluidic systems, including continuous-flow microreactors and droplet-based microreactors, are considered modern tools for synthesizing magnetic nanoparticles with major improvements.

Techniques: Control, High Throughput Screening Assay, Dispersion, Solvent