| Modeling aspects of the language of life through transfer-learning protein sequences M Heinzinger, A Elnaggar, Y Wang, C Dallago, D Nechaev, F Matthes, ... BMC bioinformatics 20 (1), 1-17, 2019 | 63* | 2019 |
| Pathway Commons 2019 Update: integration, analysis and exploration of pathway data I Rodchenkov, O Babur, A Luna, BA Aksoy, JV Wong, D Fong, M Franz, ... Nucleic acids research 48 (D1), D489-D497, 2020 | 48 | 2020 |
| The EVcouplings Python framework for coevolutionary sequence analysis TA Hopf, AG Green, B Schubert, S Mersmann, CPI Schärfe, JB Ingraham, ... Bioinformatics 35 (9), 1582-1584, 2019 | 46 | 2019 |
| ProtTrans: Towards Cracking the Language of Life's Code Through Self-Supervised Deep Learning and High Performance Computing A Elnaggar, M Heinzinger, C Dallago, G Rihawi, Y Wang, L Jones, ... arXiv preprint arXiv:2007.06225, 2020 | 26* | 2020 |
| Systematic modeling of SARS-CoV-2 protein structures SI O'Donoghue, A Schafferhans, N Sikta, C Stolte, S Kaur, B Ho, ... bioRxiv, 2020 | 5* | 2020 |
| CellMap visualizes protein-protein interactions and subcellular localization C Dallago, T Goldberg, MA Andrade-Navarro, G Alanis-Lobato, B Rost F1000Research 6, 2017 | 5 | 2017 |
| AlignmentViewer: Sequence Analysis of Large Protein Families R Reguant, Y Antipin, R Sheridan, C Dallago, D Diamantoukos, A Luna, ... F1000Research 9, 2020 | 4 | 2020 |
| Embeddings from deep learning transfer GO annotations beyond homology M Littmann, M Heinzinger, C Dallago, T Olenyi, B Rost Scientific reports 11 (1), 1-14, 2021 | 2 | 2021 |
| Visualizing Human Protein‐Protein Interactions and Subcellular Localizations on Cell Images Through CellMap C Dallago, T Goldberg, MA Andrade‐Navarro, G Alanis‐Lobato, B Rost Current Protocols in Bioinformatics 69 (1), e97, 2020 | 1 | 2020 |
| End-to-end multitask learning, from protein language to protein features without alignments A Elnaggar, M Heinzinger, C Dallago, B Rost bioRxiv, 864405, 2019 | 1 | 2019 |
| PredictProtein-Predicting Protein Structure and Function for 29 Years M Bernhofer, C Dallago, T Karl, V Satagopam, M Heinzinger, M Littmann, ... bioRxiv, 2021 | | 2021 |
| Capturing scientific knowledge in computable form J Wong, M Franz, MC Siper, D Fong, F Durupinar, C Dallago, A Luna, ... OSF Preprints, 2020 | | 2020 |
Burkhard RostProfessor of Computer Science & Computational Biology & Bioinformatics, TUM, MunichVerified email at in.tum.de
