Christof Angermueller
Publications by Year
Research Areas
Epigenetics and DNA Methylation, Single-cell and spatial transcriptomics, Cell Image Analysis Techniques, Machine Learning in Bioinformatics, Machine Learning and Data Classification
Most-Cited Works
- → Deep learning for computational biology(2016)1,498 cited
- → Single-cell genome-wide bisulfite sequencing for assessing epigenetic heterogeneity(2014)1,188 cited
- → Parallel single-cell sequencing links transcriptional and epigenetic heterogeneity(2016)753 cited
- → DeepCpG: accurate prediction of single-cell DNA methylation states using deep learning(2017)532 cited
- → Genome-Scale Oscillations in DNA Methylation during Exit from Pluripotency(2018)90 cited
- Model-based reinforcement learning for biological sequence design(2020)
- → Accurate prediction of single-cell DNA methylation states using deep learning(2016)35 cited
- → Erratum to: DeepCpG: accurate prediction of single-cell DNA methylation states using deep learning(2017)24 cited
- → Population-Based Black-Box Optimization for Biological Sequence Design(2020)15 cited
- → A Flexible Approach to Autotuning Multi-Pass Machine Learning Compilers(2021)14 cited