SOTAVerified

Mortality Prediction

Papers

Showing 171180 of 189 papers

TitleStatusHype
Deep Ensemble Tensor Factorization for Longitudinal Patient Trajectories Classification0
A deep neural network to enhance prediction of 1-year mortality using echocardiographic videos of the heart0
Hybrid deep neural networks for all-cause Mortality Prediction from LDCT Images0
Distilled Wasserstein Learning for Word Embedding and Topic Modeling0
Interpretable Patient Mortality Prediction with Multi-value Rule SetsCode0
Transfer Learning for Clinical Time Series Analysis using Recurrent Neural Networks0
Countdown Regression: Sharp and Calibrated Survival PredictionsCode0
Early hospital mortality prediction using vital signalsCode0
Short-term Mortality Prediction for Elderly Patients Using Medicare Claims Data0
Benchmark of Deep Learning Models on Large Healthcare MIMIC DatasetsCode0
Show:102550
← PrevPage 18 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