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Image analysis workflows. (A) In a typical microscopy-heavy research project, scientists acquire and observe images, and then form and quantitatively test hypotheses based on their observations. (B) We propose that in the future it will be necessary to flip this procedure; first acquiring and quantifying images and only then interacting with the data to further form and test hypotheses.
