Workflow from Scientific Research

MiLoPYP's refinement module performs protein localization using few-shot learning followed by a protein-specific post-processing step that determines particle locations based on their shape. Training is done using partially annotated tomograms produced by the cellular content exploration module. The final output consists of 3D tomogram coordinates for each particle species that can be used for downstream SPT.

DOI