SOTAVerified

Mortality Prediction

Papers

Showing 3140 of 189 papers

TitleStatusHype
Advanced Predictive Modeling for Enhanced Mortality Prediction in ICU Stroke Patients Using Clinical Data0
Open (Clinical) LLMs are Sensitive to Instruction PhrasingsCode0
Towards Personalised Patient Risk Prediction Using Temporal Hospital Data Trajectories0
BadCLM: Backdoor Attack in Clinical Language Models for Electronic Health Records0
What is Fair? Defining Fairness in Machine Learning for HealthCode0
Pulmonary Embolism Mortality Prediction Using Multimodal Learning Based on Computed Tomography Angiography and Clinical Data0
Feature importance to explain multimodal prediction models. A clinical use caseCode0
Machine learning predicts long-term mortality after acute myocardial infarction using systolic time intervals and routinely collected clinical data0
Voice-Driven Mortality Prediction in Hospitalized Heart Failure Patients: A Machine Learning Approach Enhanced with Diagnostic Biomarkers0
Analysis and Mortality Prediction using Multiclass Classification for Older Adults with Type 2 Diabetes0
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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