| |
Our model
|
RSF
|
Cox
|
|---|
|
Precision
|
Recall
|
AUC
|
C-index
|
Precision
|
Recall
|
AUC
|
C-index
|
Precision
|
Recall
|
AUC
|
C-index
|
|---|
|
Mortality
|
0.9212
|
0.8663
|
0.8986
|
0.8804
|
0.8468
|
0.8962
|
0.8377
|
0.8178
|
0.7576
|
0.8025
|
0.7221
|
0.7676
|
|
Renal
|
0.9237
|
0.9180
|
0.8763
|
0.8269
|
0.8855
|
0.8563
|
0.8577
|
0.8194
|
0.7625
|
0.7803
|
0.8008
|
0.7470
|
|
PVD
|
0.8913
|
0.8565
|
0.8880
|
0.8701
|
0.8922
|
0.8617
|
0.8517
|
0.7701
|
0.7779
|
0.7289
|
0.7517
|
0.7848
|
|
Neurological
|
0.9104
|
0.9252
|
0.9111
|
0.8318
|
0.8842
|
0.8223
|
0.8480
|
0.8511
|
0.7874
|
0.7434
|
0.7969
|
0.7706
|
|
Ophthalmological
|
0.8902
|
0.8766
|
0.9065
|
0.8208
|
0.8557
|
0.8234
|
0.8643
|
0.8237
|
0.7671
|
0.7522
|
0.7814
|
0.7517
|
|
Ischemic stroke
|
0.8998
|
0.9010
|
0.8885
|
0.8527
|
0.8367
|
0.8983
|
0.8634
|
0.8484
|
0.7925
|
0.7752
|
0.7884
|
0.7538
|
|
AF
|
0.9352
|
0.8641
|
0.8998
|
0.8740
|
0.8194
|
0.8733
|
0.8523
|
0.8125
|
0.7747
|
0.7571
|
0.7742
|
0.7647
|
|
HF
|
0.8963
|
0.9175
|
0.8947
|
0.8943
|
0.8700
|
0.8533
|
0.8330
|
0.7767
|
0.8047
|
0.7708
|
0.7585
|
0.7749
|
|
ICH
|
0.7893
|
0.7992
|
0.7156
|
0.7154
|
0.7918
|
0.7796
|
0.7034
|
0.7070
|
0.6405
|
0.6590
|
0.6857
|
0.6414
|
|
IHD
|
0.8829
|
0.8948
|
0.9108
|
0.8528
|
0.8775
|
0.8375
|
0.8328
|
0.87964
|
0.7720
|
0.7579
|
0.7985
|
0.7738
|
|
AMI
|
0.9073
|
0.9077
|
0.8861
|
0.8386
|
0.8689
|
0.8455
|
0.8246
|
0.7782
|
0.7815
|
0.7640
|
0.7499
|
0.7845
|
|
Osteoporosis
|
0.7341
|
0.7142
|
0.7014
|
0.6372
|
0.6565
|
0.7487
|
0.7372
|
0.6244
|
0.6760
|
0.6717
|
0.6890
|
0.5857
|
|
Dementia
|
0.8837
|
0.8651
|
0.8660
|
0.8784
|
0.8354
|
0.8594
|
0.8549
|
0.8790
|
0.7566
|
0.7575
|
0.7345
|
0.7772
|
- PVD Peripheral vascular disease, AF Atrial fibrillation, HF Heart failure, ICH Intracranial hemorrhage, IHD Ischemic heart disease, AMI Acute myocardial infarction
