
Additional file 8: TableS3. Pathways with high feature importance in RF and SVM, and links to DILI. The overrepresented gene sets for 19 proteins with the highest feature importance in RF or SVM models are shown. Many pathways identified possess known functions in liver drug metabolism and cell stress.
Pharmacology, Mechanistic models, Chemical Sciences not elsewhere classified, Protein target, Information Systems not elsewhere classified, Structural alerts, Biochemistry, Cancer, Biological Sciences not elsewhere classified, Drug-induced liver injury (DILI)
Pharmacology, Mechanistic models, Chemical Sciences not elsewhere classified, Protein target, Information Systems not elsewhere classified, Structural alerts, Biochemistry, Cancer, Biological Sciences not elsewhere classified, Drug-induced liver injury (DILI)
| selected citations These citations are derived from selected sources. This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically). | 0 | |
| popularity This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network. | Average | |
| influence This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically). | Average | |
| impulse This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network. | Average |
