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Benchmarks
Procedures Prediction on MIMIC III Admission Notes v1.4 (test)
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88.37
Macro AUROC
CORe Patients
72.5204
76.6352
80.75
84.8648
Feb 8, 2021
Macro AUROC
Updated 4d ago
Evaluation Results
Method
Method
Links
Macro AUROC
CORe Patients
3-digit ICD codes=true...
2021.02
88.37
CORe All
3-digit ICD codes=true...
2021.02
87.65
BioBERT
3-digit ICD codes=true...
2021.02
87.45
CORe Articles
3-digit ICD codes=true...
2021.02
87.43
CORe All
3-digit ICD codes=true...
2021.02
87.15
DischargeBERT
3-digit ICD codes=true
2021.02
87.09
CORe Articles
3-digit ICD codes=true...
2021.02
86.75
CORe Patients
3-digit ICD codes=true...
2021.02
86.6
BioBERT Base
3-digit ICD codes=true...
2021.02
86.36
ClinicalBERT
3-digit ICD codes=true
2021.02
86.15
BERT Base
3-digit ICD codes=true
2021.02
85.84
BOW
3-digit ICD codes=true
2021.02
77.47
Embeddings
3-digit ICD codes=true
2021.02
76.72
CNN
3-digit ICD codes=true
2021.02
73.13
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