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Models/CORe

CORe

Reported on 6 benchmarks across 6 tasks · 1 paper · 6 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Medical4 results

Length-of-Stay predictiononClinical Admission Notes from MIMIC-III
AUROC· uses extra data· 2021-02-08
72.53
SOTA
Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration arXiv:2102.04110
Medical DiagnosisonClinical Admission Notes from MIMIC-III
AUROC· uses extra data· 2021-02-08
83.54
SOTA
Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration arXiv:2102.04110
Mortality PredictiononClinical Admission Notes from MIMIC-III
AUROC· uses extra data· 2021-02-08
84.04
SOTA
Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration arXiv:2102.04110
Medical ProcedureonClinical Admission Notes from MIMIC-III
AUROC· uses extra data· 2021-02-08
88.37
SOTA
Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration arXiv:2102.04110

Methodology2 results

Electrocardiography (ECG)onClinical Admission Notes from MIMIC-III
AUROC· uses extra data· 2021-02-08
84.04
SOTA
Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration arXiv:2102.04110
Medical waveform analysisonClinical Admission Notes from MIMIC-III
AUROC· uses extra data· 2021-02-08
84.04
SOTA
Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration arXiv:2102.04110