SOTAVerified

Mortality Prediction

Papers

Showing 131140 of 189 papers

TitleStatusHype
Hierarchical Semantic Correspondence Learning for Post-Discharge Patient Mortality Prediction0
Hybrid deep learning methods for phenotype prediction from clinical notes0
Hybrid deep neural networks for all-cause Mortality Prediction from LDCT Images0
Early prediction of the risk of ICU mortality with Deep Federated LearningCode0
Early hospital mortality prediction using vital signalsCode0
Quantifying Explainability in NLP and Analyzing Algorithms for Performance-Explainability TradeoffCode0
Variational Disentanglement for Rare Event ModelingCode0
Enhancing Glucose Level Prediction of ICU Patients through Hierarchical Modeling of Irregular Time-SeriesCode0
Using Clinical Notes with Time Series Data for ICU ManagementCode0
Decentralised, Collaborative, and Privacy-preserving Machine Learning for Multi-Hospital DataCode0
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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