SOTAVerified|Agents Browse Leaderboard About

ICU Mortality

Prediction of a patient mortality in the Intensive Care Unit (ICU) given its first hours of Electronic Health Record (EHR).

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 26–33 of 33 papers

Title	Date	Tasks	Status	Hype
Leveraging Patient Similarity and Time Series Data in Healthcare Predictive Models	Apr 25, 2017	Change Point DetectionClassification	—Unverified	0
Machine Learning Model Interpretability for Precision Medicine	Oct 28, 2016	BIG-bench Machine LearningICU Mortality	—Unverified	0
PPMF: A Patient-based Predictive Modeling Framework for Early ICU Mortality Prediction	Apr 25, 2017	feature selectionICU Admission	—Unverified	0
Real-time Mortality Prediction Using MIMIC-IV ICU Data Via Boosted Nonparametric Hazards	Oct 17, 2021	ICU MortalityMortality Prediction	—Unverified	0
Self-explaining Neural Network with Concept-based Explanations for ICU Mortality Prediction	Oct 9, 2021	Deep LearningExplainable Models	—Unverified	0
FLICU: A Federated Learning Workflow for Intensive Care Unit Mortality Prediction	May 30, 2022	BIG-bench Machine LearningBinary Classification	CodeCode Available	0
Early prediction of the risk of ICU mortality with Deep Federated Learning	Dec 1, 2022	Federated LearningICU Mortality	CodeCode Available	0
Dynamic Measurement Scheduling for Event Forecasting using Deep RL	Jan 24, 2019	Deep Reinforcement LearningICU Mortality	CodeCode Available	0

Show:10 25 50

← PrevPage 2 of 2Next →

No leaderboard results yet.