Deep Learning‐Assisted Label‐Free Parallel Cell Sorting with Digital Microfluidics (Adv. Sci. 1/2025)
Year: 2025
Type: article
Abstract: Deep Learning-Assisted Label-Free Parallel Cell Sorting In article number 2408353, Shuailong Zhang, Hanbin Ma, Hang Li, and co-workers develop a novel label-free cell sorting method that integrates deep learning image recognition with digital microfluidics (DMF) to differentiate cells based on morphology. Cells sorted using this method can be lysed directly on chip within their hosting droplets, ensuring minimal sample loss and suitability for downstream bioanalysis. This deep learning-assisted DMF cell sorting technique holds significant potential to advance diagnostics, therapeutics, and fundamental research in cell biology.
Source: Advanced Science
Language: English
Subfield: Electrical and Electronic Engineering
Field: Engineering
Domain: Physical Sciences
Open Access status: gold
Estimated APC paid: $6,730
OpenAlex ID: W4406220374