Publications
An Improved Method For Peak Identification In Proteomic Mass Spectrometry Data. University of Heidelberg
(2007). Concise Representation of MS Images by Probabilistic Latent Semantic Analysis. Analytical Chemistry. 80 9649-9658
Technical Report (3.91 MB)
(2008). 
NITPICK: Peak Identification for Mass Spectrometry Data. BMC Bioinformatics. 9 355
Technical Report (643.89 KB)
(2008). 
Binding partner switching on microtubules and aurora-B in the mitosis to cytokinesis transition. Molecular & Cellular Proteomics
(2009). Multivariate Watershed Segmentation of Compositional Data. Proceedings of the 15th International Conference on Discrete Geometry for Computer Imagery (DGCI), in press. Springer. 5810 180-192
Technical Report (1.25 MB)
(2009). 
Towards Digital Staining using Imaging Mass Spectrometry and Random Forests. Journal of Proteome Research. 8 3558-3567
Technical Report (1.47 MB)
(2009). 
When Less Can Yield More - Computational Preprocessing of MS/MS Spectra for Peptide Identification Preprocessing. Proteomics. 9 4978-4984
Technical Report (901.78 KB)
(2009). 
Computational Protein Profile Similarity Screening for Quantitative Mass Spectrometry Experiments. Bioinformatics. 26 (1) 77-83
Technical Report (380.19 KB)
(2010). 
Deuteration Distribution Estimation with Improved Sequence Coverage for HX/MS Experiments. Bioinformatics. 26(12) 1535-1541
Technical Report (518.01 KB)
(2010). 
Estimating the Confidence of Peptide Identifications without Decoy Databases. Analytical Chemistry. 4314-4318
Technical Report (619.11 KB)
(2010). 
Robust Methods for the Proteomic Data Analysis Pipeline. University of Heidelberg
(2010). SIMA: Simultaneous Multiple Alignment of LC/MS Peak Lists. Bioinformatics. 27 (7) 987-993
Technical Report (2.2 MB)
(2011). 
Active Learning for Convenient Annotation and Classification of Secondary Ion Mass Spectrometry Images. Analytical Chemistry. 85 (1) 147-155
Technical Report (2.58 MB)
(2012). 
Overcoming species boundaries in peptide identification with BICEPS. Molecular and Cellular Proteomics. 11
Technical Report (444.6 KB)
(2012). 