SOTAVerified

Mortality Prediction

Papers

Showing 101110 of 189 papers

TitleStatusHype
Reinforcing Clinical Decision Support through Multi-Agent Systems and Ethical AI Governance0
Rethinking clinical prediction: Why machine learning must consider year of care and feature aggregation0
Improving Mortality Prediction After Radiotherapy with Large Language Model Structuring of Large-Scale Unstructured Electronic Health Records0
Self-explaining Neural Network with Concept-based Explanations for ICU Mortality Prediction0
Severity and Mortality Prediction Models to Triage Indian COVID-19 Patients0
Short-term Mortality Prediction for Elderly Patients Using Medicare Claims Data0
TA-RNN: an Attention-based Time-aware Recurrent Neural Network Architecture for Electronic Health Records0
Temporal-Clustering Invariance in Irregular Healthcare Time Series0
Time-Guided High-Order Attention Model of Longitudinal Heterogeneous Healthcare Data0
Towards Personalised Patient Risk Prediction Using Temporal Hospital Data Trajectories0
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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