SOTAVerified

Mortality Prediction

Papers

Showing 5160 of 189 papers

TitleStatusHype
Detecting Dataset Bias in Medical AI: A Generalized and Modality-Agnostic Auditing Framework0
A Novel Multi-Task Teacher-Student Architecture with Self-Supervised Pretraining for 48-Hour Vasoactive-Inotropic Trend Analysis in Sepsis Mortality Prediction0
Developing an ICU scoring system with interaction terms using a genetic algorithm0
Disparities in Social Determinants among Performances of Mortality Prediction with Machine Learning for Sepsis Patients0
Distilled Wasserstein Learning for Word Embedding and Topic Modeling0
Building Deep Learning Models to Predict Mortality in ICU Patients0
Automated 5-year Mortality Prediction using Deep Learning and Radiomics Features from Chest Computed Tomography0
Dynamic Prediction of ICU Mortality Risk Using Domain Adaptation0
Dynamic survival prediction in intensive care units from heterogeneous time series without the need for variable selection or pre-processing0
Advanced Predictive Modeling for Enhanced Mortality Prediction in ICU Stroke Patients Using Clinical Data0
Show:102550
← PrevPage 6 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