SOTAVerified

Mortality Prediction

Papers

Showing 2130 of 189 papers

TitleStatusHype
Benchmarking machine learning models on multi-centre eICU critical care datasetCode1
Multitask learning and benchmarking with clinical time series dataCode1
Benchmarking Waitlist Mortality Prediction in Heart Transplantation Through Time-to-Event Modeling using New Longitudinal UNOS Dataset0
Interpretable Graph Learning Over Sets of Temporally-Sparse Data0
Machine Learning-Based Prediction of Mortality in Geriatric Traumatic Brain Injury Patients0
Paging Dr. GPT: Extracting Information from Clinical Notes to Enhance Patient Predictions0
ChronoFormer: Time-Aware Transformer Architectures for Structured Clinical Event Modeling0
Assessing Validity of ICD-10 Administrative Data in Coding Comorbidities0
Feature-Enhanced Machine Learning for All-Cause Mortality Prediction in Healthcare Data0
Reinforcing Clinical Decision Support through Multi-Agent Systems and Ethical AI Governance0
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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