Artificial intelligence-based classification of peripheral blood nucleated cells using label-free imaging flow cytometry
- 1 August 2022
- journal article
- research article
- Published by Royal Society of Chemistry (RSC) in Lab on a Chip
- Vol. 22 (18) , 3464-3474
Abstract
We developed a method for label-free image identification and classification of peripheral blood nucleated cells flowing in a microfluidic channel, based on the subcellular structures of quantitative phase microscopy images.Keywords
Funding Information
- Japan Agency for Medical Research and Development (JP18hm0102043, JP21he2202006)
- Japan Society for the Promotion of Science (15H04929, 19H03728, 19K09167)
This publication has 32 references indexed in Scilit:
- Inertial Focusing for Tumor Antigen–Dependent and –Independent Sorting of Rare Circulating Tumor CellsScience Translational Medicine, 2013
- Circulating Breast Tumor Cells Exhibit Dynamic Changes in Epithelial and Mesenchymal CompositionScience, 2013
- Circulating Tumor Cells and Circulating Tumor DNAAnnual Review of Medicine, 2012
- Comparison of assay methods for detection of circulating tumor cells in metastatic breast cancer: AdnaGen AdnaTest BreastCancer Select/Detect™ versus Veridex CellSearch™ systemInternational Journal of Cancer, 2011
- Detection of circulating tumor cells as a prognostic factor in patients undergoing radical surgery for non‐small‐cell lung carcinoma: comparison of the efficacy of the CellSearch Assay™ and the isolation by size of epithelial tumor cell methodInternational Journal of Cancer, 2010
- Isolation of circulating tumor cells using a microvortex-generating herringbone-chipProceedings of the National Academy of Sciences, 2010
- Light Dose is a Limiting Factor to Maintain Cell Viability in Fluorescence Microscopy and Single Molecule DetectionInternational Journal of Molecular Sciences, 2010
- Circulating Endothelial CellsCirculation, 2009
- Erythrocyte lysis in isotonic solution of ammonium chloride: Theoretical modeling and experimental verificationJournal of Theoretical Biology, 2008
- Circulating Endothelial Cells, Endothelial Progenitor Cells, and Endothelial Microparticles in CancerNeoplasia, 2006