Table 3.
The effect of each component of DeepRisk on disease risk prediction. Evaluation with AUC metrics.
Disease | DeepRisk AUC | Method a AUC | Method b AUC | Method c AUC |
---|---|---|---|---|
Alzheimer's disease | 0.7245 | 0.7158 | 0.7216 | 0.7232 |
Inflammatory bowel disease | 0.6517 | 0.6485 | 0.6469 | 0.6473 |
Type 2 diabetes | 0.6508 | 0.6490 | 0.6440 | 0.6457 |
Breast cancer | 0.6227 | 0.6169 | 0.6232 | 0.6162 |