SOTAVerified

Mortality Prediction

Papers

Showing 91100 of 189 papers

TitleStatusHype
Assessing Validity of ICD-10 Administrative Data in Coding Comorbidities0
Hybrid deep learning methods for phenotype prediction from clinical notes0
Hybrid deep neural networks for all-cause Mortality Prediction from LDCT Images0
ICU Mortality Prediction Using Long Short-Term Memory Networks0
Real-time Mortality Prediction Using MIMIC-IV ICU Data Via Boosted Nonparametric Hazards0
Reinforcing Clinical Decision Support through Multi-Agent Systems and Ethical AI Governance0
Improving Hospital Mortality Prediction with Medical Named Entities and Multimodal Learning0
Inadequacy of common stochastic neural networks for reliable clinical decision support0
Rethinking clinical prediction: Why machine learning must consider year of care and feature aggregation0
Infant Mortality Prediction using Birth Certificate Data0
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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