AI Medical Compendium Topic

Explore the latest research on artificial intelligence and machine learning in medicine.

Cellular Structures

Showing 1 to 2 of 2 articles

Clear Filters

Comparing convolutional neural networks and preprocessing techniques for HEp-2 cell classification in immunofluorescence images.

Computers in biology and medicine
Autoimmune diseases are the third highest cause of mortality in the world, and the identification of an anti-nuclear antibody via an immunofluorescence test for HEp-2 cells is a standard procedure to support diagnosis. In this work, we assess the per...

Label2label: training a neural network to selectively restore cellular structures in fluorescence microscopy.

Journal of cell science
Immunofluorescence microscopy is routinely used to visualise the spatial distribution of proteins that dictates their cellular function. However, unspecific antibody binding often results in high cytosolic background signals, decreasing the image con...