Publications
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). 
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). 
Binding partner switching on microtubules and aurora-B in the mitosis to cytokinesis transition. Molecular & Cellular Proteomics
(2009). Computational Protein Profile Similarity Screening for Quantitative Mass Spectrometry Experiments. Bioinformatics. 26 (1) 77-83
Technical Report (380.19 KB)
(2010). 
Concise Representation of MS Images by Probabilistic Latent Semantic Analysis. Analytical Chemistry. 80 9649-9658
Technical Report (3.91 MB)
(2008). 
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). 
NITPICK: Peak Identification for Mass Spectrometry Data. BMC Bioinformatics. 9 355
Technical Report (643.89 KB)
(2008). 
Overcoming species boundaries in peptide identification with BICEPS. Molecular and Cellular Proteomics. 11
Technical Report (444.6 KB)
(2012). 
SIMA: Simultaneous Multiple Alignment of LC/MS Peak Lists. Bioinformatics. 27 (7) 987-993
Technical Report (2.2 MB)
(2011). 
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). 
An Improved Method For Peak Identification In Proteomic Mass Spectrometry Data. University of Heidelberg
(2007). Robust Methods for the Proteomic Data Analysis Pipeline. University of Heidelberg
(2010).