Unsupervised Pre-Training on Patient Population Graphs for Patient-Level Predictions
Open paper
Benchmark
Model
Rank
Results
length-of-stay-prediction-on-mimic-iii
EHR-Graph Transformer (pre-trained)
#1
Accuracy (LOS>3 Days): 71.4%
length-of-stay-prediction-on-mimic-iii
EHR-Graph Transformer
#2
Accuracy (LOS>3 Days): 70.3%
Rank counts only results with a code link.