05-Oct-2020 | Market Research Store
Aigenpulse is a life science and data technology innovator that has recently launched “CytoML Experiment Suite,” an automated, end-to-end, machine learning technology to help streamline and automate cytometry analysis at scale and also to replace manual gating processes. This new solution will let people believe all the cytometry data obtained from any organization. The flow cytometry data lifecycle will be completely automated using CytoML. The new next-generation technology will provide better insight to increase data processing and analytics throughput. Furthermore, the accuracy, quality, and reproducibility of the flow cytometry data are also increased. The Experiment Suite solution makes use of machine learning to enhance and automate the gating with the help of unsupervised and guided population study to gain complete control over gating parameters. The algorithm parameters are maintained for verified, apparent, and reproducible cytometry gating.
The ground-up has been used to develop CytoML for further authenticated computerized system supporting GAMP5. CytoML generated analysis, parameter, dataset, and report are all retrievable and reproducible after entering timestamps, user information, parameters used, and data input & output. Additionally, the users can use a single all-in-one process to analyze, integrate, and optimize the flow cytometry data formats and also the import of data is easier through the web interface or application programming interface (API). Also, the simultaneous generation of quality assurance report offer complete visibility of data quality.
The new solution is completely federated, audited in terms of logging process and parameters integration thereby enhancing the efficacy and re-use. The exploration of data from different planes with the in-built plotting tools provides better insight. Also, a hierarchy tree is presented to the user using the reliable gating that helps sort and annotate events. Studying a specific population helps quickly focus on identifying the significant findings. CytoML is designed to accelerate the drug discovery and development process with the help of the latest artificial intelligence and machine learning tools to provide cutting-edge analytics that will support scientific decision making.
Market Research Store has published a report on global flow cytometry instrumentation market. The report focuses on the market analytics, dynamics, valuation, and other factors that is projected to accelerate the market growth rate.