SOTAVerified

Mortality Prediction

Papers

Showing 171180 of 189 papers

TitleStatusHype
Clinical Note Owns its Hierarchy: Multi-Level Hypergraph Neural Networks for Patient-Level Representation LearningCode0
Airway measurement by refinement of synthetic images improves mortality prediction in idiopathic pulmonary fibrosisCode0
Characterizing the Value of Information in Medical NotesCode0
Interpolation-Prediction Networks for Irregularly Sampled Time SeriesCode0
Privacy-preserving patient clustering for personalized federated learningCode0
Multi-view Integration Learning for Irregularly-sampled Clinical Time SeriesCode0
Benchmark of Deep Learning Models on Large Healthcare MIMIC DatasetsCode0
Interpretable Outcome Prediction with Sparse Bayesian Neural Networks in Intensive CareCode0
Interpretable Patient Mortality Prediction with Multi-value Rule SetsCode0
Neural Document Embeddings for Intensive Care Patient Mortality PredictionCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Random ForestF1 score0.97Unverified
2Gaussian SVMF1 score0.96Unverified
3Decision TreeF1 score0.91Unverified
4Boosted TreesF1 score0.87Unverified
5ELECTRA (pretrained)Accuracy0.84Unverified
6ELECTRA (from scratch)Accuracy0.83Unverified
7LSTM+SA (pretrained)Accuracy0.83Unverified
8LSTM (pretrained)Accuracy0.83Unverified
9K-NNF1 score0.82Unverified
10LSTM+SA (from scratch)Accuracy0.8Unverified