SOTAVerified

Mortality Prediction

Papers

Showing 3140 of 189 papers

TitleStatusHype
A Novel Multi-Task Teacher-Student Architecture with Self-Supervised Pretraining for 48-Hour Vasoactive-Inotropic Trend Analysis in Sepsis Mortality Prediction0
An empirical study of using radiology reports and images to improve ICU mortality prediction0
Benchmarking Waitlist Mortality Prediction in Heart Transplantation Through Time-to-Event Modeling using New Longitudinal UNOS Dataset0
Hybrid Mortality Prediction using Multiple Source Systems0
Bayesian Recurrent Framework for Missing Data Imputation and Prediction with Clinical Time Series0
BadCLM: Backdoor Attack in Clinical Language Models for Electronic Health Records0
Analyzing Impact of Socio-Economic Factors on COVID-19 Mortality Prediction Using SHAP Value0
EventScore: An Automated Real-time Early Warning Score for Clinical Events0
Compound Density Networks for Risk Prediction using Electronic Health Records0
Automated 5-year Mortality Prediction using Deep Learning and Radiomics Features from Chest Computed Tomography0
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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