CytAutomaton is a web application that allows to automate your gating problem, gate new files and get customized results. The use of this approach displays many advantages :
Once your dedicated automaton is built, you just have to load your fcs files on this web interface and wait for the generation of your customised reports
The use of machine learning approaches allows us to build automata dedicated to your own gating strategies.
Our approach is able to handle samples variability and to adress issues related to strongly imbalanced sizes of cellular populations and rare populations
Load your fcs files one by one or in batch of multiple files. The processing time depends on the complexity of your gating strategy but it in most cases it lasts less than 10 minutes per fcs file including reports generation (production 24h/24)
Load your files and upload your reports on a user friendly web interface. All data transfers are encoded and secure.
The use of the last machine learning approaches is a revolutionnary way to standardise the application of your gating strategy. This allows us to handle samples variability and adress issues related to strongly imbalanced sizes of cellular populations and rare populations
The automata generated is dedicated to your gating strategy. It takes into acount your specific constraints and goals to optimise the generated results
Our approach was tested in many different Immunomonitoring/Profiling studies in research and clinical fields.