Ralf Gabriels

29PUBLICATIONS
122CO-AUTHORS
Software quality, processes and metricsDeep learningEpigenetics (incl. genome methylation and epigenomics)Adversarial machine learningImage processing
Featured researcher

Get your video featured.

JoVEPublish with JoVE
Journal

Publications (29)

|Jul 14, 2026
Instrument-Software Synergy in Proteomics: Systematic Evaluation across Mass Spectrometry Platforms, Search Engines, and Rescoring Methods.

|Jun 08, 2026
iDeepLC: Chemical Structure Information Yields Improved Retention Time Prediction of Peptides with Unseen Modifications.

|Feb 10, 2026
Transfer learning in DeepLC improves LC retention time prediction across substantially different modifications and setups.

Robbin Bouwmeester, Alireza Nameni, Arthur Declercq

|Jan 22, 2026
The Escherichia coli PeptideAtlas Build: Characterizing the Observed Escherichia coli Pan-Proteome and Its Post-Translational Modifications.

Caroline Jachmann, Zhi Sun, Kevin Velghe

|Nov 11, 2025
Koina: Democratizing machine learning for proteomics research.

Ludwig Lautenbacher, Kevin L Yang, Tobias Kockmann

|Oct 02, 2025
mzPeak: Designing a Scalable, Interoperable, and Future-Ready Mass Spectrometry Data Format.

Tim Van Den Bossche, Theodore Alexandrov, Aivett Bilbao

Pageof 5

Frequent Collaborators

18 joint publications

Lennart Martens

16 joint publications

Robbin Bouwmeester

8 joint publications

Yasset Perez-Riverol

8 joint publications

Tim Van Den Bossche