Table 2.
Machine Learning Applications in Epigenetics.
| Application | Observations | Literature |
|---|---|---|
| Epigenome mapping | Epigenetic site prediction | 27-32 |
| Bioinformatics of complex data | Mixed cell type analysis | 33-35,38 |
| Biological investigations | Predictions biological parameters (age, metabolism, neuroscience, evolution) | 25,36,37,39,40,52 |
| Disease detection | Disease diagnostics and prognosis | 9,11,41-45 |
| Exposure detection | Environmental exposure detection and impacts | 4,26 |
| Technology development | Improvement and advances in epigenetic analysis | 46-51 |