Description We present a highly scalable, cost-effective, and reliable AI workflow built with a combination of OMERO Plus, PathViewer, AWS SageMaker, and Ultivue software to efficiently manage mIF big data for digital pathology.

Description We introduce UltiAnalyzer.AI^™, a software tool that integrates a set of artificial intelligence (AI) models designed for fully automatic, highly accurate, highly efficient, and fully scalable whole-slide mIF analysis. By utilizing the wide dynamic range of Ultivue’s InSituPlex^® technology and cloud computing capabilities, this tool increases the robustness, reproducibility, and throughput of mIF analysis in digital pathology.