Recent advances in flow and mass cytometry have spurred the development of novel computational tools to assist in data analysis and ... with clinical outcomes. New algorithms allow the modelling ...

Automated analysis of cytometry data has been advanced significantly by a variety of flow cytometry-specific clustering algorithms, which can be integrated as part of a workflow leveraging FlowJo ...

Traditional methods for flow cytometry ... of algorithm performance for population identification. On the basis of this analysis, although several algorithms performed well on individual data ...

Spectral flow cytometry is an ... can be chosen for downstream analysis. We proposed to use random downsampling or to split the dataset in smaller sets. Both methods are suitable to explore the data ...

Here, in the context of a clinical trial of cancer patients treated with radiotherapy, we performed longitudinal flow cytometry ... mathematical algorithms (e.g. MegaClust) as analysis tool for ...

With it, users will benefit from a single point-of-truth about all cytometry data across any organisation. Image Credit: Aigenpulse CytoML automates every stage of the flow cytometry data ...

Flow cytometry is crucial for diagnosing hematological malignancies. However, the rising number of tests and ongoing labor shortages are placing significant pressure on both the lab and its staff. Lab ...

LEGENDplex™ software is a robust data analysis package that automates flow cytometry data analysis and performs clustering ... with its automated approach to clustered gating and unique algorithm in ...

Capable of simultaneously analyzing over 40 markers, the NovoCyte Opteon enables researchers to conduct large-panel flow cytometry assays and undertake sophisticated cell analysis ... to visualize and ...

In a gated flow cytometry experiment, data is collected about one or more channels from the dot-plot. Then, a gate box is drawn and a subpopulation of cells are selected for more analysis.

Flow cytometry detects and measures ... from the IFC-generated high-dimensional data, resulting in more accurate analysis. 3-5 The application of ML algorithms has been extensive, specifically ...

All algorithm ... project analysis. “This provides significant savings in terms of both time and money and will tackle the all-too-common bottlenecks in the research process, making it possible to ...