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SotA/Methodology/Medical waveform analysis/MIMIC-III

Medical waveform analysis on MIMIC-III

Metric: Accuracy (higher is better)

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#Model↕Accuracy▼AugmentationsPaperDate↕Code
1ELECTRA (pretrained)0.8443NoMeDAL: Medical Abbreviation Disambiguation Datas...2020-12-27Code
2ELECTRA (from scratch)0.8325NoMeDAL: Medical Abbreviation Disambiguation Datas...2020-12-27Code
3LSTM+SA (pretrained)0.8298NoMeDAL: Medical Abbreviation Disambiguation Datas...2020-12-27Code
4LSTM (pretrained)0.828NoMeDAL: Medical Abbreviation Disambiguation Datas...2020-12-27Code
5LSTM+SA (from scratch)0.7996NoMeDAL: Medical Abbreviation Disambiguation Datas...2020-12-27Code