Browsing Mathematics (Faculty of) by Subject "proteomics"
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Deep Learning for Peptide Feature Detection from Liquid Chromatography - Mass Spectrometry Data
(University of Waterloo, 2022-04-26)Proteins are the main workhorses of biological functions and activities, such as catalyzing metabolic reactions, DNA replication, providing structure to cells and organisms, etc. Comparative analysis of protein samples ... -
Improving Peptide Identification in Proteomics Data Analysis through Repeat-Preserving Decoy and Decoy-Free Retraining
(University of Waterloo, 2024-01-10)Accurately identifying peptides in proteomics is central to understanding the complexities of biological systems. Despite the advancements in proteomics data analysis, challenges related to False Discovery Rate (FDR) ...