Age prediction accuracy
3 papers study it44 more mention it3 findings
- Humans3
Upstream
3Multimodal age prediction
upin humans1
1 study
Multimodal age prediction
upin humans1
multimodal age prediction increases age prediction accuracy in humans.
“Multimodality outperforms single modality in the age prediction”
Humanshealthy subjectsn = 27,793
Joint Aging Patterns in Brain Function and Structure Revealed Using 27,793 Samples
Research (Washington, D.C.)
Random forest model combining DNAm and miRNA markers
upin humans1
1 study
Random forest model combining DNAm and miRNA markers
upin humans1
random forest model combining DNAm and miRNA markers improve age prediction accuracy in humans (MAD 3.51 years, R2 0.84).
“the random forest (RF) model had a minimum mean absolute deviation (MAD) value of 3.51 years and a maximum R2 of 0.84 for the validation sets”
Humansbloodn = 132
Electrophoresis
Methylation clocks
downin humans1
1 study
Methylation clocks
downin humans1
Methylation clocks decrease age prediction accuracy in humans.
“The clocks are less accurate at predicting age in genetically admixed individuals, especially those with substantial African ancestry, than in the white cohort.”
Humansin genetically admixed individuals, especially those with substantial African ancestryn = 621
bioRxiv : the preprint server for biologyPreprint