SOTAVerified

Mortality Prediction

Papers

Showing 8190 of 189 papers

TitleStatusHype
MedLens: Improve Mortality Prediction Via Medical Signs Selecting and RegressionCode0
Echoes of Biases: How Stigmatizing Language Affects AI Performance0
Clinical Note Owns its Hierarchy: Multi-Level Hypergraph Neural Networks for Patient-Level Representation LearningCode0
XMI-ICU: Explainable Machine Learning Model for Pseudo-Dynamic Prediction of Mortality in the ICU for Heart Attack Patients0
Medical records condensation: a roadmap towards healthcare data democratisation0
FineEHR: Refine Clinical Note Representations to Improve Mortality Prediction0
A hybrid CNN-RNN approach for survival analysis in a Lung Cancer Screening study0
FedScore: A privacy-preserving framework for federated scoring system developmentCode0
Analyzing Impact of Socio-Economic Factors on COVID-19 Mortality Prediction Using SHAP Value0
Using Explainable AI to Cross-Validate Socio-economic Disparities Among Covid-19 Patient Mortality0
Show:102550
← PrevPage 9 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