Deep learning: new computational modelling techniques for genomics G Eraslan, Ž Avsec, J Gagneur, FJ Theis Nature Reviews Genetics 20 (7), 389-403, 2019 | 825 | 2019 |
Single-cell RNA-seq denoising using a deep count autoencoder G Eraslan, LM Simon, M Mircea, NS Mueller, FJ Theis Nature communications 10 (1), 390, 2019 | 728 | 2019 |
High-definition spatial transcriptomics for in situ tissue profiling S Vickovic, G Eraslan, F Salmén, J Klughammer, L Stenbeck, D Schapiro, ... Nature methods 16 (10), 987-990, 2019 | 683 | 2019 |
Single-cell meta-analysis of SARS-CoV-2 entry genes across tissues and demographics C Muus, MD Luecken, G Eraslan, L Sikkema, A Waghray, G Heimberg, ... Nature medicine 27 (3), 546-559, 2021 | 516* | 2021 |
The human body at cellular resolution: the NIH Human Biomolecular Atlas Program Caltech-UW TMC Cai Long lcai@ caltech. edu 21 b Shendure Jay 9 Trapnell Cole ... Nature 574 (7777), 187-192, 2019 | 322 | 2019 |
The human and mouse enteric nervous system at single-cell resolution E Drokhlyansky, CS Smillie, N Van Wittenberghe, M Ericsson, GK Griffin, ... Cell 182 (6), 1606-1622. e23, 2020 | 280 | 2020 |
Single-nucleus cross-tissue molecular reference maps toward understanding disease gene function G Eraslan, E Drokhlyansky, S Anand, E Fiskin, A Subramanian, M Slyper, ... Science 376 (6594), eabl4290, 2022 | 158 | 2022 |
Myocyte-Specific Upregulation of ACE2 in Cardiovascular Disease: Implications for SARS-CoV-2–Mediated Myocarditis NR Tucker, M Chaffin, KC Bedi Jr, I Papangeli, AD Akkad, A Arduini, ... Circulation 142 (7), 708-710, 2020 | 101 | 2020 |
Integrated analysis of environmental and genetic influences on cord blood DNA methylation in new-borns D Czamara, G Eraslan, CM Page, J Lahti, M Lahti-Pulkkinen, ... Nature communications 10 (1), 2548, 2019 | 98 | 2019 |
Single‐cell, single‐nucleus, and spatial RNA sequencing of the human liver identifies cholangiocyte and mesenchymal heterogeneity TS Andrews, J Atif, JC Liu, CT Perciani, XZ Ma, C Thoeni, M Slyper, ... Hepatology Communications 6 (4), 821-840, 2022 | 80 | 2022 |
Toward a common coordinate framework for the human body JE Rood, T Stuart, S Ghazanfar, T Biancalani, E Fisher, A Butler, ... Cell 179 (7), 1455-1467, 2019 | 74 | 2019 |
DeepWAS: Multivariate genotype-phenotype associations by directly integrating regulatory information using deep learning J Arloth, G Eraslan, TFM Andlauer, J Martins, S Iurato, B Kühnel, ... PLoS computational biology 16 (2), e1007616, 2020 | 52 | 2020 |
Predicting gene expression in massively parallel reporter assays: A comparative study A Kreimer, H Zeng, MD Edwards, Y Guo, K Tian, S Shin, R Welch, ... Human mutation 38 (9), 1240-1250, 2017 | 41 | 2017 |
Single-cell profiling of proteins and chromatin accessibility using PHAGE-ATAC E Fiskin, CA Lareau, LS Ludwig, G Eraslan, F Liu, AM Ring, RJ Xavier, ... Nature Biotechnology 40 (3), 374-381, 2022 | 27 | 2022 |
and The Human Cell Atlas Lung Biological Network C Muus, MD Luecken, G Eraslan, A Waghray, G Heimberg, L Sikkema, ... Integrated analyses of single-cell atlases reveal age, gender, and smoking …, 2019 | 13 | 2019 |
Single-nucleus cross-tissue molecular reference maps toward understanding disease gene function. Science 376, eabl4290 G Eraslan, E Drokhlyansky, S Anand, E Fiskin, A Subramanian, M Slyper, ... | 11 | 2022 |
DeepWAS: Directly integrating regulatory information into GWAS using deep learning supports master regulator MEF2C as risk factor for major depressive disorder G Eraslan, J Arloth, J Martins, S Iurato, D Czamara, EB Binder, FJ Theis, ... BioRxiv, 069096, 2016 | 10 | 2016 |
Single-cell multimodal profiling of proteins and chromatin accessibility using PHAGE-ATAC E Fiskin, CA Lareau, G Eraslan, LS Ludwig, A Regev bioRxiv, 2020.10. 01.322420, 2020 | 7 | 2020 |
Single cell, single nucleus and spatial RNA sequencing of the human liver identifies hepatic stellate cell and cholangiocyte heterogeneity TS Andrews, J Atif, JC Liu, CT Perciani, XZ Ma, C Thoeni, M Slyper, ... Biorxiv, 2021.03. 27.436882, 2021 | 5 | 2021 |
High-density spatial transcriptomics arrays for in situ tissue profiling S Vickovic, G Eraslan, F Salmén, J Klughammer, L Stenbeck, T Äijö, ... bioRXiv Preprint at https://doi. org/10.1101/563338, 2018 | 5* | 2018 |