Repository with additional information and code for the analysis of UK Biobank data, created as part of Chiara Rohrer's MSc thesis.
MOVE (Multi-Omics Variational autoEncoder) -- developer-move-2.0
Number of features per dataset:
| Dataset | # Features |
|---|---|
| metabolomics | 170 |
| blood_biochemistry | 30 |
| proteomics | 2923 |
| urine | 4 |
| blood_count | 22 |
| infectious_diseases | 25 |
| pQTL | 3146 |
| physical_measurements | 14 |
| genomics | 3943 |
Number of diagnoses per disease in 400'000 individuals:
| Disease | # Diagnoses |
|---|---|
| hyperparathyroidism | 957 |
| non-hodgkin lymphoma | 1549 |
| type 2 diabetes mellitus | 18127 |
| type 1 diabetes mellitus | 1616 |
| primary hypertension | 68786 |
| asthma | 6904 |
| anaemia | 20107 |
| depression | 9859 |
| alzheimers | 1223 |
| angina pectoris | 9796 |
| heart failure | 7418 |
| copd | 10317 |
| psoriasis | 1595 |
| osteoporosis | 6792 |
| renal failure | 17493 |