Subcellular localization of proteins can provide key hints to infer their functions and
structures in cells. With the breakthrough of recent molecule imaging techniques, the usage …

Background As an important type of post-translational modification (PTM), protein
glycosylation plays a crucial role in protein stability and protein function. The abundance …

Pattern recognition algorithms can discover valuable information from mass data of
biomedical images as guide for basic research and clinical application. In recent years, with …

Across the cell cycle, the subcellular organization undergoes major spatiotemporal changes
that could in principle contain biological features that could potentially represent cell cycle …

With the rapid growth of high-resolution microscopy imaging data, revealing the subcellular
map of human proteins has become a central task in the spatial proteome. The cell atlas of …

Due to datasets have continuously grown, efforts have been performed in the attempt to
solve the problem related to the large amount of unlabeled data in disproportion to the …

Location proteomics seeks to provide automated high-resolution descriptions of protein
location patterns within cells. Many efforts have been undertaken in location proteomics over …

Abstract Analysis of protein subcellular localization is a critical part of proteomics. In recent
years, as both the number and quality of microscopic images are increasing rapidly, many …

Motivation Recognition of protein subcellular distribution patterns and identification of
location biomarker proteins in cancer tissues are important for understanding protein …

Quantitative analysis of bacterial morphotypes in the microscope images plays a vital role in
diagnosis of bacterial vaginosis (BV) based on the Nugent score criterion. However, there …