A workflow for bioimaging and data exploration

One of the common challenges when analysing large bioimaging datasets is to bring it all together in one place. I usually use tools like DuckDB for database querying and copairs for selecting statistically significant subsets of the data. For one of my recent projects I built a marimo interface to explore the result of large-scale (~2TB images, ~2GB feature profiles) image-based profiles, then…