Christof Angermueller

Single-cell genome-wide bisulfite sequencing for assessing epigenetic heterogeneity

Sébastien A. Smallwood, Heather Lee, Christof Angermueller et al. · Nature Methods · 2014 · 1.2K citations · Full text

Bioinformatics, Chromatin, Functional Genomics +10

Parallel single-cell sequencing links transcriptional and epigenetic heterogeneity

Christof Angermueller, Stephen J. Clark, Heather Lee et al. · Nature Methods · 2016 · 748 citations · Full text

Chromatin, Single Cell Sequencing, Medicine +9

DeepCpG: accurate prediction of single-cell DNA methylation states using deep learning

Christof Angermueller, Heather Lee, Wolf Reik et al. · Genome biology · 2017 · 525 citations · Full text

Genome-Scale Oscillations in DNA Methylation during Exit from Pluripotency

Steffen Rulands, Heather Lee, Stephen J. Clark et al. · Cell Systems · 2018 · 89 citations · Full text

Epigenetic Change, Genetics, Dna Methylation +17

Model-based reinforcement learning for biological sequence design

Christof Angermueller, David Dohan, David Belanger et al. · International Conference on Learning Representations · 2020 · 47 citations

Engineering, Machine Learning, Model Tuning +16