SOTAVerified

Mortality Prediction

Papers

Showing 7180 of 189 papers

TitleStatusHype
Evaluating the Impact of Pulse Oximetry Bias in Machine Learning under Counterfactual ThinkingCode0
Evaluation of Embeddings of Laboratory Test Codes for Patients at a Cancer CenterCode0
FEDMEKI: A Benchmark for Scaling Medical Foundation Models via Federated Knowledge InjectionCode0
What is Fair? Defining Fairness in Machine Learning for HealthCode0
Improving COVID-19 Forecasting using eXogenous VariablesCode0
Large Language Models are Powerful Electronic Health Record EncodersCode0
MSPB: a longitudinal multi-sensor dataset with phenotypic trait measurements from honey beesCode0
Interpretable Patient Mortality Prediction with Multi-value Rule SetsCode0
Early ICU Mortality Prediction and Survival Analysis for Respiratory Failure0
Dynamic survival prediction in intensive care units from heterogeneous time series without the need for variable selection or pre-processing0
Show:102550
← PrevPage 8 of 19Next →

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