Research map / Probabilistic and scientific modeling / Molecules and proteins
Integrating Static and Dynamic Data for Improved Prediction of Cognitive Declines Using Augmented Genotype-Phenotype Representations
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Measured effects reported in the paper
| What was changed | Where | Measured | Effect |
|---|---|---|---|
| Apply the proposed augmentation to the representation | RR · SNP + FS + VBM; RAVLT TOT | RMSE: 0.1821 -> 0.1328 | Helped |
| Apply the proposed augmentation to the representation | RR · SNP + FS + VBM; RAVLT 30 | RMSE: 0.2452 -> 0.2204 | Helped |
| Apply the proposed augmentation to the representation | RR · SNP + FS + VBM; RAVLT RECOG | RMSE: 0.2458 -> 0.2223 | Helped |
| Apply the proposed augmentation to the representation | RR · SNP + FS + VBM; ADAS | RMSE: 0.3056 -> 0.2703 | Helped |
| Apply the proposed augmentation to the representation | RR · SNP + FS + VBM; FLU ANIM | RMSE: 0.2568 -> 0.2272 | Helped |
| Apply the proposed augmentation to the representation | RR · SNP + FS + VBM; FLU VEG | RMSE: 0.2147 -> 0.1832 | Helped |
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