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 …

Background Biological functions of biomolecules rely on the cellular compartments where
they are located in cells. Importantly, RNAs are assigned in specific locations of a cell …

Motivation The development of microscopic imaging techniques enables us to study protein
subcellular locations from the tissue level down to the cell level, contributing to the rapid …

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 …

The spatial distribution of proteome at subcellular levels provides clues for protein functions,
thus is important to human biology and medicine. Imaging-based methods are one of the …

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 …

This book is based on my Ph. D. dissertation completed at Ghent University (Belgium) and
the University of Granada (Spain) in June 2018. It focuses on classification. The goal is to …

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 …