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Mathias Wilhelm

2 accepted papers

2024

PROSPECT PTMs: Rich Labeled Tandem Mass Spectrometry Dataset of Modified Peptides for Machine Learning in Proteomics

NeurIPS 2024poster

Post-Translational Modifications (PTMs) are changes that occur in proteins after synthesis, influencing their structure, function, and cellular behavior. PTMs are essential in cell biology; they regulate protein function and stability, are involved in various cellular processes, and are linked to nu…

Cited by 2SourcePDFScholar
2022

PROSPECT: Labeled Tandem Mass Spectrometry Dataset for Machine Learning in Proteomics

NeurIPS 2022accept

Proteomics is the interdisciplinary field focusing on the large-scale study of proteins. Proteins essentially organize and execute all functions within organisms. Today, the bottom-up analysis approach is the most commonly used workflow, where proteins are digested into peptides and subsequently ana…

Cited by 12SourcePDFScholar