SOTAVerified

Mortality Prediction

Papers

Showing 171180 of 189 papers

TitleStatusHype
Dynamic survival prediction in intensive care units from heterogeneous time series without the need for variable selection or pre-processing0
Parkland Trauma Index of Mortality (PTIM): Real-time Predictive Model for PolyTrauma Patients0
Early ICU Mortality Prediction and Survival Analysis for Respiratory Failure0
Echoes of Biases: How Stigmatizing Language Affects AI Performance0
EventScore: An Automated Real-time Early Warning Score for Clinical Events0
Advanced Predictive Modeling for Enhanced Mortality Prediction in ICU Stroke Patients Using Clinical Data0
Enhanced Mortality Prediction In Patients With Subarachnoid Haemorrhage Using A Deep Learning Model Based On The Initial CT Scan0
PPMF: A Patient-based Predictive Modeling Framework for Early ICU Mortality Prediction0
Enhancing In-Hospital Mortality Prediction Using Multi-Representational Learning with LLM-Generated Expert Summaries0
Enhancing Mortality Prediction in Heart Failure Patients: Exploring Preprocessing Methods for Imbalanced Clinical Datasets0
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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