SOTAVerified

Mortality Prediction

Papers

Showing 131140 of 189 papers

TitleStatusHype
Modelling EHR timeseries by restricting feature interaction0
Mortality Prediction Models with Clinical Notes Using Sparse Attention at the Word and Sentence Levels0
Mortality Prediction of Pulmonary Embolism Patients with Deep Learning and XGBoost0
A hybrid CNN-RNN approach for survival analysis in a Lung Cancer Screening study0
Time-Guided High-Order Attention Model of Longitudinal Heterogeneous Healthcare Data0
Towards Personalised Patient Risk Prediction Using Temporal Hospital Data Trajectories0
Analyzing Impact of Socio-Economic Factors on COVID-19 Mortality Prediction Using SHAP Value0
MULTIPAR: Supervised Irregular Tensor Factorization with Multi-task Learning0
Building Deep Learning Models to Predict Mortality in ICU Patients0
Can Attention Be Used to Explain EHR-Based Mortality Prediction Tasks: A Case Study on Hemorrhagic Stroke0
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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