Automated Analysis
Cell-IQ Analyser software ultisizes a technology known as Machine Vision (a form of artificial intelligence) to identify and quantify cell types and phases. Machine vision is new to biological sciences but has been around for many years in other industry sectors, being a well established method for manufacturing in high speed and high precision electronics.
As a general rule any cell type/phase that can be identified by the cell biologist using a microscope can be identified using Cell-IQ. In order to analyse samples the cell biologist will teach the software what cells and phase they would like quantified. This teaching phase can also include the identification of cell structures such as neurites and multi-nucleated cells or large structures such as embryoid bodies. The teaching step only needs to be performed once and the information converted to machine vision technology generating an Analysis protocol. With the protocol complete samples can be processed over and over again with the assurance that they will all be subjected to the same set of recognition parameters for cell phase and type. Use of the Analyser software elimintaes the potential for operator variance and ensures results are quantified accurately, reproducibly and consistent not only from day to day, but between operators, laboratories and distant sites.
The digital images are stored so they can be easily shared or re-evaluated. If an unexpected event occurs in an experiment, such as the differentiation of an unanticipated cell type, the program can be modified to identify this new cell type without the need to repeat the experiment. Rather, the stored images are re-evaluated with the new set of parameters and the results analysed automatically with the new Analysis protocol.