Guy Wolf

Recovering Gene Interactions from Single-Cell Data Using Data Diffusion

David van Dijk, Roshan Sharma, Juozas Nainys et al. · Cell · 2018 · 1.8K citations · Full text

Bioinformatics, Functional Genomics, Engineering +10

Visualizing structure and transitions in high-dimensional biological data

Kevin R. Moon, David van Dijk, Zheng Wang et al. · Nature Biotechnology · 2019 · 1.1K citations · Full text

High-dimensional Biological Data, Engineering, Computational Biology +6

Exploring single-cell data with deep multitasking neural networks

Matthew Amodio, David van Dijk, Krishnan Srinivasan et al. · Nature Methods · 2019 · 346 citations · Full text

Single-cell Data, Engineering, Machine Learning +8

Recipe for a General, Powerful, Scalable Graph Transformer

Ladislav Rampášek, Mikhail Galkin, Vijay Prakash Dwivedi et al. · arXiv (Cornell University) · 2022 · 225 citations · Full text

Graph Representation Learning, Machine Learning, Engineering +17

Quantifying the effect of experimental perturbations at single-cell resolution

Daniel B. Burkhardt, Jay S. Stanley, Alexander Tong et al. · Nature Biotechnology · 2021 · 215 citations · Full text

Microscopy, Medicine, Experimental Perturbations +7