Phenaros is an AI-first company and a key focus is the capturing, storing, and processing of data to enable the use of sophisticated analytics methods, such as various types of artificial intelligence. We have over time collected a large and valuable knowledge base that enables us to compare and relate new experiments to e.g. effects of well-studied chemical and genetic probes.
Choosing the number of replicates, concentrations and constructing robust experimental layouts has a large effect on the resulting data. We design our experiments with AI to reduce the risk of errors and maximize the quality of the obtained data.
We analyze data using unsupervised and supervised methods, both extracted morphological profiles and the microscopy images. We routinely use methods such as Deep Neural Networks to maximize the value of the analyzed data and make robust and accurate predictions.