Hopfield networks is all you need H Ramsauer, B Schäfl, J Lehner, P Seidl, M Widrich, T Adler, L Gruber, ... arXiv preprint arXiv:2008.02217, 2020 | 238 | 2020 |
Bioinformatic and statistical analysis of adaptive immune repertoires V Greiff, E Miho, U Menzel, ST Reddy Trends in immunology 36 (11), 738-749, 2015 | 179 | 2015 |
A bioinformatic framework for immune repertoire diversity profiling enables detection of immunological status V Greiff, P Bhat, SC Cook, U Menzel, W Kang, ST Reddy Genome medicine 7 (1), 1-15, 2015 | 159 | 2015 |
Computational strategies for dissecting the high-dimensional complexity of adaptive immune repertoires E Miho, A Yermanos, CR Weber, CT Berger, ST Reddy, V Greiff Frontiers in immunology 9, 224, 2018 | 146 | 2018 |
Systems analysis reveals high genetic and antigen-driven predetermination of antibody repertoires throughout B cell development V Greiff, U Menzel, E Miho, C Weber, R Riedel, S Cook, A Valai, T Lopes, ... Cell reports 19 (7), 1467-1478, 2017 | 139 | 2017 |
Adaptive Immune Receptor Repertoire Community recommendations for sharing immune-repertoire sequencing data F Rubelt, CE Busse, SAC Bukhari, JP Bürckert, E Mariotti-Ferrandiz, ... Nature immunology 18 (12), 1274-1278, 2017 | 136 | 2017 |
Mucosal or systemic microbiota exposures shape the B cell repertoire H Li, JP Limenitakis, V Greiff, B Yilmaz, O Schären, C Urbaniak, M Zünd, ... Nature 584 (7820), 274-278, 2020 | 119 | 2020 |
Large-scale network analysis reveals the sequence space architecture of antibody repertoires E Miho, R Roškar, V Greiff, ST Reddy Nature communications 10 (1), 1321, 2019 | 105* | 2019 |
Resident memory CD8 T cells persist for years in human small intestine R Bartolomé-Casado, OJB Landsverk, SK Chauhan, L Richter, D Phung, ... Journal of Experimental Medicine 216 (10), 2412-2426, 2019 | 104 | 2019 |
Learning the high-dimensional immunogenomic features that predict public and private antibody repertoires V Greiff, CR Weber, J Palme, U Bodenhofer, E Miho, U Menzel, ST Reddy The Journal of Immunology 199 (8), 2985-2997, 2017 | 96 | 2017 |
A compact vocabulary of paratope-epitope interactions enables predictability of antibody-antigen binding R Akbar, PA Robert, M Pavlović, JR Jeliazkov, I Snapkov, A Slabodkin, ... Cell Reports 34 (11), 108856, 2021 | 89 | 2021 |
Modern hopfield networks and attention for immune repertoire classification M Widrich, B Schäfl, M Pavlović, H Ramsauer, L Gruber, M Holzleitner, ... Advances in Neural Information Processing Systems 33, 18832-18845, 2020 | 76* | 2020 |
High-throughput antibody engineering in mammalian cells by CRISPR/Cas9-mediated homology-directed mutagenesis DM Mason, CR Weber, C Parola, SM Meng, V Greiff, WJ Kelton, ... Nucleic acids research 46 (14), 7436-7449, 2018 | 67 | 2018 |
Comprehensive evaluation and optimization of amplicon library preparation methods for high-throughput antibody sequencing U Menzel, V Greiff, TA Khan, U Haessler, I Hellmann, S Friedensohn, ... PloS one 9 (5), e96727, 2014 | 63 | 2014 |
Quantitative assessment of the robustness of next-generation sequencing of antibody variable gene repertoires from immunized mice V Greiff, U Menzel, U Haessler, SC Cook, S Friedensohn, TA Khan, ... BMC immunology 15, 1-14, 2014 | 61 | 2014 |
Animal immunization, in vitro display technologies, and machine learning for antibody discovery AH Laustsen, V Greiff, A Karatt-Vellatt, S Muyldermans, TP Jenkins Trends in Biotechnology 39 (12), 1263-1273, 2021 | 56 | 2021 |
Single-cell BCR and transcriptome analysis after influenza infection reveals spatiotemporal dynamics of antigen-specific B cells NR Mathew, JK Jayanthan, IV Smirnov, JL Robinson, H Axelsson, ... Cell reports 35 (12), 109286, 2021 | 52 | 2021 |
Augmenting adaptive immunity: progress and challenges in the quantitative engineering and analysis of adaptive immune receptor repertoires AJ Brown, I Snapkov, R Akbar, M Pavlović, E Miho, GK Sandve, V Greiff Molecular Systems Design & Engineering 4 (4), 701-736, 2019 | 51 | 2019 |
Inferred allelic variants of immunoglobulin receptor genes: a system for their evaluation, documentation, and naming M Ohlin, C Scheepers, M Corcoran, WD Lees, CE Busse, D Bagnara, ... Frontiers in immunology, 435, 2019 | 51 | 2019 |
Discrete populations of isotype-switched memory B lymphocytes are maintained in murine spleen and bone marrow R Riedel, R Addo, M Ferreira-Gomes, GA Heinz, F Heinrich, J Kummer, ... Nature communications 11 (1), 2570, 2020 | 50 | 2020 |