Kevin R. Moon

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

MAGIC: A diffusion-based imputation method reveals gene-gene interactions in single-cell RNA-sequencing data

David van Dijk, Juozas Nainys, Roshan Sharma et al. · 2017 · 151 citations · Full text

Single Cell Resolution, Engineering, Genetics +27

Geometry- and Accuracy-Preserving Random Forest Proximities

Jake S. Rhodes, Adele Cutler, Kevin R. Moon · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2023 · 148 citations

Random Forest Proximities, Trained Random Forest, Engineering +22