| Co-regulation map of the human proteome enables identification of protein functions G Kustatscher, P Grabowski, TA Schrader, JB Passmore, M Schrader, ... Nature biotechnology 37 (11), 1361-1371, 2019 | 120 | 2019 |
| Pervasive coexpression of spatially proximal genes is buffered at the protein level G Kustatscher, P Grabowski, J Rappsilber Molecular systems biology 13 (8), 937, 2017 | 90 | 2017 |
| Proteome analysis of human neutrophil granulocytes from patients with monogenic disease using data-independent acquisition*[S] P Grabowski, S Hesse, S Hollizeck, M Rohlfs, U Behrends, R Sherkat, ... Molecular & Cellular Proteomics 18 (4), 760-772, 2019 | 59 | 2019 |
| Large expert-curated database for benchmarking document similarity detection in biomedical literature search P Brown, AC Tan, MA El-Esawi, T Liehr, O Blanck, DP Gladue, ... Database 2019, 2019 | 34 | 2019 |
| Prediction of in vivo pharmacokinetic parameters and time–exposure curves in rats using machine learning from the chemical structure O Obrezanova, A Martinsson, T Whitehead, S Mahmoud, A Bender, ... Molecular pharmaceutics 19 (5), 1488-1504, 2022 | 28 | 2022 |
| A primer on data analytics in functional genomics: how to move from data to insight? P Grabowski, J Rappsilber Trends in biochemical sciences 44 (1), 21-32, 2019 | 27 | 2019 |
| Chemicalx: A deep learning library for drug pair scoring B Rozemberczki, CT Hoyt, A Gogleva, P Grabowski, K Karis, A Lamov, ... Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022 | 19 | 2022 |
| Functional brain imaging in larval zebrafish for characterising the effects of seizurogenic compounds acting via a range of pharmacological mechanisms MJ Winter, J Pinion, A Tochwin, A Takesono, JS Ball, P Grabowski, J Metz, ... British Journal of Pharmacology 178 (13), 2671-2689, 2021 | 18 | 2021 |
| Transforming early pharmaceutical assessment of genotoxicity: applying statistical learning to a high throughput, multi end point in vitro micronucleus assay A Wilson, P Grabowski, J Elloway, S Ling, J Stott, A Doherty Scientific reports 11 (1), 2535, 2021 | 17 | 2021 |
| Multiclassifier combinatorial proteomics of organelle shadows at the example of mitochondria in chromatin data G Kustatscher, P Grabowski, J Rappsilber Proteomics 16 (3), 393-401, 2016 | 15 | 2016 |
| Human genetic defects in SRP19 and SRPRA cause severe congenital neutropenia with distinctive proteome changes MI Linder, Y Mizoguchi, S Hesse, G Csaba, M Tatematsu, M Łyszkiewicz, ... Blood 141 (6), 645-658, 2023 | 12 | 2023 |
| Epigenetic variability confounds transcriptome but not proteome profiling for coexpression-based gene function prediction P Grabowski, G Kustatscher, J Rappsilber Molecular & Cellular Proteomics 17 (11), 2082-2090, 2018 | 11 | 2018 |
| Training a neural network to learn other dimensionality reduction removes data size restrictions in bioinformatics and provides a new route to exploring data representations A Dexter, SA Thomas, RT Steven, KN Robinson, AJ Taylor, E Elia, ... bioRxiv, 2020.09. 03.269555, 2020 | 5 | 2020 |
| Higher‐order modular regulation of the human proteome G Kustatscher, M Hödl, E Rullmann, P Grabowski, E Fiagbedzi, A Groth, ... Molecular Systems Biology 19 (5), e9503, 2023 | 3 | 2023 |
| The human proteome co-regulation map reveals functional relationships between proteins G Kustatscher, P Grabowski, TA Schrader, JB Passmore, M Schrader, ... bioRxiv, 582247, 2019 | 2 | 2019 |
| treeClust improves protein co-regulation analysis due to robust selectivity for close linear relationships G Kustatscher, P Grabowski, J Rappsilber bioRxiv, 578971, 2019 | 1 | 2019 |
| Effective expression analysis using gene interaction matrices and convolutional neural networks A Pillai, P Grabowski, B John bioRxiv, 2021.09. 07.459284, 2021 | | 2021 |
| Machine Learning and Mechanistic Information from a Multi Endpoint Genotoxicity Screen. A Wilson, J Elloway, P Grabowski, X Chen, T Ebbles, A Doherty ENVIRONMENTAL AND MOLECULAR MUTAGENESIS 61, 38-38, 2020 | | 2020 |
| Machine learning on protein expression data P Grabowski | | 2020 |
| Machine learning on protein expression data: predicting functional relationships between proteins P Grabowski Dissertation, Berlin, Technische Universität Berlin, 2019, 2020 | | 2020 |
