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Benchmarks
Length-of-Stay Prediction on MIMIC III Admission Notes v1.4 (test)
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72.53
macro-averaged AUROC
CORe All
64.1684
66.3392
68.51
70.6808
Feb 8, 2021
macro-averaged AUROC
Updated 4d ago
Evaluation Results
Method
Method
Links
macro-averaged AUROC
CORe All
3-digit ICD codes=true
2021.02
72.53
CORe Articles
3-digit ICD codes=true
2021.02
71.99
CORe Patients
3-digit ICD codes=true
2021.02
71.96
DischargeBERT
3-digit ICD codes=true
2021.02
71.73
BioBERT Base
3-digit ICD codes=true
2021.02
71.59
ClinicalBERT
3-digit ICD codes=true
2021.02
71.14
BERT Base
3-digit ICD codes=true
2021.02
70.4
Embeddings
3-digit ICD codes=true
2021.02
66.78
BOW
3-digit ICD codes=true
2021.02
65.83
CNN
3-digit ICD codes=true
2021.02
64.49
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