SOTAVerified

Mortality Prediction

Papers

Showing 6170 of 189 papers

TitleStatusHype
Can Attention Be Used to Explain EHR-Based Mortality Prediction Tasks: A Case Study on Hemorrhagic Stroke0
Privacy-preserving patient clustering for personalized federated learningCode0
An empirical study of using radiology reports and images to improve ICU mortality prediction0
MultiWave: Multiresolution Deep Architectures through Wavelet Decomposition for Multivariate Time Series PredictionCode1
Subpopulation-Specific Synthetic EHR for Better Mortality Prediction0
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
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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