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SOTA Disease Progression Prediction benchmarks and papers with code | Wizwand
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Disease Progression Prediction
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
In-house PPA dev (test)
LogSparse Transformer
Accuracy
79.58
44
3mo ago
Dutch Data Warehouse (DDW) March 2021 (test)
Latent Hybridisation Model
RMSE
0.511
32
3mo ago
AREDS and AREDS2 (test)
ICODEN
IBS Score
0.101
14
3mo ago
L-MIMIC (test)
Maira2
A F1
41.4
7
3mo ago
Parkinson's telemonitoring (test)
Contextual group lasso
Relative Loss
0.113
5
3mo ago
Hypertension to Heart Failure (test)
APOLLO
AUC
85.6
3
1mo ago
Hypertension to Chronic Kidney Disease Stage 3+ (test)
APOLLO
AUC
82
3
1mo ago
Hypertension to Atrial Fibrillation (test)
APOLLO
AUC
0.796
3
1mo ago
Heart Failure to Acute Kidney Failure (test)
APOLLO
AUC
0.724
3
1mo ago
Heart Failure Mortality (test)
APOLLO
AUC
76.6
3
1mo ago
Chronic Ischemic Heart Disease to Heart Failure (test)
APOLLO
AUC
76.8
3
1mo ago
Chronic Ischemic Heart Disease to Acute Myocardial Infarction (test)
APOLLO
AUC
0.604
3
1mo ago
Atrial Fibrillation to Ischemic Stroke (test)
APOLLO
AUC
0.677
3
1mo ago
Aortic Stenosis Mortality (test)
APOLLO
AUC
0.825
3
1mo ago
Paroxysmal to Persistent Afib (test)
Age-Sex
AUC
0.517
1
1mo ago
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