Automated image analysis in large-scale cellular electron microscopy: A literature survey. (arXiv:2206.07171v2 [cs.CV] UPDATED)

Large-scale electron microscopy (EM) datasets generated using (semi-)
automated microscopes are becoming the standard in EM. Given the vast amounts
of data, manual analysis of all data is not feasible, thus automated analysis
is crucial. The main challenges in automated analysis include the annotation
that is needed to analyse and interpret biomedical images, coupled with
achieving high-throughput. Here, we review the current state-of-the-art of
automated computer techniques and major challenges for the analysis of
structures in cellular EM. The advanced …

analysis arxiv cellular cv image literature scale survey