Image de couverture de livre

Interpretable Machine Learning Model for Early Prediction of 30-Day Mortality in ICU Patients With Coexisting Hypertension and Atrial Fibrillation: A Retrospective Cohort Study

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Chen, Shuheng, Si, Yong, Fan, Junyi, Sun, Li, Placencia, Greg, Pishgar, Elham, Alaei, Kamiar, Pishgar, Maryam
Format:	Preprint
Publié:	2025
Sujets:	Applications
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Predicting ICU Readmission in Acute Pancreatitis Patients Using a Machine Learning-Based Model with Enhanced Clinical Interpretability
par: Chen, Shuheng, et autres
Publié: (2025)

Predicting Short-Term Mortality in Elderly ICU Patients with Diabetes and Heart Failure: A Distributional Inference Framework
par: Fan, Junyi, et autres
Publié: (2025)

Clinically Interpretable Mortality Prediction for ICU Patients with Diabetes and Atrial Fibrillation: A Machine Learning Approach
par: Sun, Li, et autres
Publié: (2025)

Early Mortality Prediction in ICU Patients with Hypertensive Kidney Disease Using Interpretable Machine Learning
par: Si, Yong, et autres
Publié: (2025)

Machine Learning-Based Prediction of ICU Mortality in Sepsis-Associated Acute Kidney Injury Patients Using MIMIC-IV Database with Validation from eICU Database
par: Chen, Shuheng, et autres
Publié: (2025)

Machine Learning-Based Prediction of Mortality in Geriatric Traumatic Brain Injury Patients
par: Si, Yong, et autres
Publié: (2025)

Development of Interactive Nomograms for Predicting Short-Term Survival in ICU Patients with Aplastic Anemia
par: Fan, Junyi, et autres
Publié: (2025)

Predicting Postoperative Stroke in Elderly SICU Patients: An Interpretable Machine Learning Model Using MIMIC Data
par: Li, Tinghuan, et autres
Publié: (2025)

Machine Learning-Based Model for Postoperative Stroke Prediction in Coronary Artery Disease
par: Pan, Haonan, et autres
Publié: (2025)

Interpretable Machine Learning Model for Early Prediction of Acute Kidney Injury in Critically Ill Patients with Cirrhosis: A Retrospective Study
par: Sun, Li, et autres
Publié: (2025)

Prediction of Significant Creatinine Elevation in First ICU Stays with Vancomycin Use: A retrospective study through Catboost
par: Fan, Junyi, et autres
Publié: (2025)

A Novel Multi-Task Teacher-Student Architecture with Self-Supervised Pretraining for 48-Hour Vasoactive-Inotropic Trend Analysis in Sepsis Mortality Prediction
par: Jin, Houji, et autres
Publié: (2025)

Machine Learning-Based Prediction of ICU Readmissions in Intracerebral Hemorrhage Patients: Insights from the MIMIC Databases
par: Chen, Shuheng, et autres
Publié: (2025)

Data-Driven Machine Learning Approaches for Predicting In-Hospital Sepsis Mortality
par: Shumilov, Arseniy, et autres
Publié: (2024)

Aligning Language Models with Clinical Expertise: DPO for Heart Failure Nursing Documentation in Critical Care
par: Fan, Junyi, et autres
Publié: (2025)

Utilizing Machine Learning Models to Predict Acute Kidney Injury in Septic Patients from MIMIC-III Database
par: Roknaldin, Aleyeh, et autres
Publié: (2024)

Advanced Predictive Modeling for Enhanced Mortality Prediction in ICU Stroke Patients Using Clinical Data
par: Abdollahi, Armin, et autres
Publié: (2024)

Effect of a Process Mining based Pre-processing Step in Prediction of the Critical Health Outcomes
par: Ashrafi, Negin, et autres
Publié: (2024)

Optimizing Mortality Prediction for ICU Heart Failure Patients: Leveraging XGBoost and Advanced Machine Learning with the MIMIC-III Database
par: Ashrafi, Negin, et autres
Publié: (2024)

Which Voices Move Markets? Speaker Identity and the Cross-Section of Post-Earnings Returns
par: Sidhu, Karmanpartap Singh, et autres
Publié: (2026)

Dynamic Token Selection for Aerial-Ground Person Re-Identification
par: Wang, Yuhai, et autres
Publié: (2024)

Enhanced Prediction of Ventilator-Associated Pneumonia in Patients with Traumatic Brain Injury Using Advanced Machine Learning Techniques
par: Ashrafi, Negin, et autres
Publié: (2024)

Optimizing Urban Mobility Through Complex Network Analysis and Big Data from Smart Cards
par: Sun, Li, et autres
Publié: (2025)

Screening for Atrial Fibrillation by Digital Health Technology in Older People in Homecare Settings: A Feasibility Trial
par: Edvard Liljedahl Sandberg, et autres
Publié: (2024)

Epidemiology, Trajectories and Outcomes of Acute Kidney Injury Among Hospitalized Patients: A Retrospective Multicenter Large Cohort Study
par: Adiyeke, Esra, et autres
Publié: (2024)

Externally Validated Longitudinal GRU Model for Visit-Level 180-Day Mortality Risk in Metastatic Castration-Resistant Prostate Cancer
par: Mencia-Ledo, Javier, et autres
Publié: (2026)

Multipurpose error calibration of pipeline analog‐to‐digital converters using decision points of the residue curve in sub‐analog‐to‐digital converters
par: Kourosh Ghanbari, et autres
Publié: (2024)

Makeham Mortality Models as Mixtures
par: Patricio, Silvio C., et autres
Publié: (2023)

Mortality Modeling and Forecasting with the Actuaries Climate Index
par: Barigou, Karim, et autres
Publié: (2025)

Mortality Modelling using Generalized Estimating Equations
par: Dastranj, Reza, et autres
Publié: (2024)

Jointly Estimating Subnational Mortality for Multiple Populations
par: Dharamshi, Ameer, et autres
Publié: (2023)

Mortality Forecasting with Generalized Additive Mixed Models
par: Dastranj, Reza, et autres
Publié: (2023)

Bayesian Mapping of Mortality Clusters
par: Sottosanti, Andrea, et autres
Publié: (2024)

Early Prediction of Student Performance Using Bayesian Updating with Informative Priors Across Cohorts
par: Schwerter, Jakob, et autres
Publié: (2026)

Nonresponse Bias Analysis in Longitudinal Studies: A Comparative Review with an Application to the Early Childhood Longitudinal Study
par: Si, Yajuan, et autres
Publié: (2022)

Estimation of Heterogeneous Causal Mediation Effects in a Hypertension Treatment Trial
par: Zhao, Yi, et autres
Publié: (2025)

The Skellam Distribution revisited -Estimating the unobserved incoming and outgoing ICU COVID-19 patients on a regional level in Germany
par: Rave, Martje, et autres
Publié: (2023)

Mortality simulations for insured and general populations
par: Nalmpatian, Asmik, et autres
Publié: (2025)

Analyzing State-Level Longevity Trends with the U.S. Mortality Database
par: Ludkovski, Mike, et autres
Publié: (2023)

Forecasting Mortality Rates: A Linear Mixed-Effects Model
par: Dastranj, Reza, et autres
Publié: (2023)