SOTAVerified

Mortality Prediction

Papers

Showing 8190 of 189 papers

TitleStatusHype
Consensus of state of the art mortality prediction models: From all-cause mortality to sudden death prediction0
Inference of a Multi-Domain Machine Learning Model to Predict Mortality in Hospital Stays for Patients with Cancer upon Febrile Neutropenia Onset0
EventScore: An Automated Real-time Early Warning Score for Clinical Events0
FineEHR: Refine Clinical Note Representations to Improve Mortality Prediction0
A hybrid CNN-RNN approach for survival analysis in a Lung Cancer Screening study0
ChronoFormer: Time-Aware Transformer Architectures for Structured Clinical Event Modeling0
Enhanced Mortality Prediction In Patients With Subarachnoid Haemorrhage Using A Deep Learning Model Based On The Initial CT Scan0
BadCLM: Backdoor Attack in Clinical Language Models for Electronic Health Records0
Hierarchical Semantic Correspondence Learning for Post-Discharge Patient Mortality Prediction0
Chasing Your Long Tails: Differentially Private Prediction in Health Care Settings0
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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