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Wout Bittremieux
Wout Bittremieux
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Detection of enriched T cell epitope specificity in full T cell receptor sequence repertoires
S Gielis, P Moris, W Bittremieux, N De Neuter, B Ogunjimi, K Laukens, ...
Frontiers in Immunology 10, 2820, 2019
183*2019
A primer to frequent itemset mining for bioinformatics
S Naulaerts, P Meysman, W Bittremieux, TN Vu, W Vanden Berghe, ...
Briefings in Bioinformatics 16 (2), 216-231, 2015
1752015
Auto-deconvolution and molecular networking of gas chromatography–mass spectrometry data
AA Aksenov, I Laponogov, Z Zhang, SLF Doran, I Belluomo, D Veselkov, ...
Nature biotechnology 39 (2), 169-173, 2021
129*2021
Current challenges for unseen-epitope TCR interaction prediction and a new perspective derived from image classification
P Moris, J De Pauw, A Postovskaya, S Gielis, N De Neuter, W Bittremieux, ...
Briefings in Bioinformatics 22 (4), bbaa318, 2021
1212021
Quality control in mass spectrometry‐based proteomics
W Bittremieux, DL Tabb, F Impens, A Staes, E Timmerman, L Martens, ...
Mass Spectrometry Reviews 37 (5), 697-711, 2018
1212018
Proteomics standards initiative: Fifteen years of progress and future work
EW Deutsch, S Orchard, PA Binz, W Bittremieux, M Eisenacher, ...
Journal of Proteome Research 16 (12), 4288-4298, 2017
972017
Fast open modification spectral library searching through approximate nearest neighbor indexing
W Bittremieux, P Meysman, WS Noble, K Laukens
Journal of Proteome Research 17 (10), 3463-3474, 2018
872018
Standardized multi-omics of Earth’s microbiomes reveals microbial and metabolite diversity
JP Shaffer, LF Nothias, LR Thompson, JG Sanders, RA Salido, ...
Nature Microbiology 7 (12), 2128-2150, 2022
862022
On the feasibility of mining CD8+ T cell receptor patterns underlying immunogenic peptide recognition
N De Neuter, W Bittremieux, C Beirnaert, B Cuypers, A Mrzic, P Moris, ...
Immunogenetics 70 (3), 159-168, 2018
782018
Machine learning applications in proteomics research: how the past can boost the future
P Kelchtermans, W Bittremieux, K De Grave, S Degroeve, J Ramon, ...
Proteomics 14 (4-5), 353-366, 2014
752014
Universal Spectrum Identifier for mass spectra
EW Deutsch, Y Perez-Riverol, J Carver, S Kawano, L Mendoza, ...
Nature Methods 18, 768–770, 2021
642021
Enhancing untargeted metabolomics using metadata-based source annotation
JM Gauglitz, KA West, W Bittremieux, CL Williams, KC Weldon, ...
Nature biotechnology 40 (12), 1774-1779, 2022
56*2022
The critical role that spectral libraries play in capturing the metabolomics community knowledge
W Bittremieux, M Wang, PC Dorrestein
Metabolomics 18 (12), 94, 2022
552022
Grasping frequent subgraph mining for bioinformatics applications
A Mrzic, P Meysman, W Bittremieux, P Moris, B Cule, B Goethals, ...
BioData mining 11 (1), 20, 2018
552018
qcML: An exchange format for quality control metrics from mass spectrometry experiments
M Walzer, LE Pernas, S Nasso, W Bittremieux, S Nahnsen, ...
Molecular & Cellular Proteomics 13 (8), 1905-1913, 2014
552014
spectrum_utils: A Python package for mass spectrometry data processing and visualization
W Bittremieux
Analytical Chemistry 92 (1), 659-661, 2020
542020
De novo mass spectrometry peptide sequencing with a transformer model
M Yilmaz, W Fondrie, W Bittremieux, S Oh, WS Noble
International Conference on Machine Learning, 25514-25522, 2022
522022
Extremely fast and accurate open modification spectral library searching of high-resolution mass spectra using feature hashing and graphics processing units
W Bittremieux, K Laukens, WS Noble
Journal of Proteome Research 18 (10), 3792-3799, 2019
482019
A learned embedding for efficient joint analysis of millions of mass spectra
W Bittremieux, DH May, J Bilmes, WS Noble
Nature Methods 19, 675–678, 2022
452022
MESSAR: Automated recommendation of metabolite substructures from tandem mass spectra
Y Liu, A Mrzic, P Meysman, T De Vijlder, EP Romijn, D Valkenborg, ...
PLOS ONE 15 (1), e0226770, 2020
452020
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Artikelen 1–20