HyperAI
الرئيسيةالأخبارأحدث الأوراق البحثيةالدروسمجموعات البياناتالموسوعةSOTAنماذج LLMلوحة الأداء GPUالفعاليات
البحث
حول
HyperAI

Mortality Prediction On Mimic Iii

المقاييس

Accuracy

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

اسم النموذج
Accuracy
Paper TitleRepository
LSTM+SA (pretrained)0.8298MeDAL: Medical Abbreviation Disambiguation Dataset for Natural Language Understanding Pretraining
K-NN-Early hospital mortality prediction using vital signals
ELECTRA (pretrained)0.8443MeDAL: Medical Abbreviation Disambiguation Dataset for Natural Language Understanding Pretraining
Decision Tree-Early hospital mortality prediction using vital signals
ELECTRA (from scratch)0.8325MeDAL: Medical Abbreviation Disambiguation Dataset for Natural Language Understanding Pretraining
Gaussian SVM-Early hospital mortality prediction using vital signals
Linear Discriminant-Early hospital mortality prediction using vital signals
LSTM (pretrained)0.828MeDAL: Medical Abbreviation Disambiguation Dataset for Natural Language Understanding Pretraining
Logistic regression-Early hospital mortality prediction using vital signals
Boosted Trees-Early hospital mortality prediction using vital signals
LSTM+SA (from scratch)0.7996MeDAL: Medical Abbreviation Disambiguation Dataset for Natural Language Understanding Pretraining
Random Forest-Early hospital mortality prediction using vital signals
Linear SVM-Early hospital mortality prediction using vital signals
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