A Novel Multi-Task Teacher-Student Architecture with Self-Supervised Pretraining for 48-Hour Vasoactive-Inotropic Trend Analysis in Sepsis Mortality Prediction
Published in IEEE Journal of Biomedical and Health Informatics, 2025
Publications
You can also find my articles on my Google Scholar profile.
Journal Articles
Advanced Predictive Modeling for Enhanced Mortality Prediction in ICU Stroke Patients Using Clinical Data
Published in PLoS ONE, 2025
Enhanced Prediction of Ventilator-Associated Pneumonia in Patients with Traumatic Brain Injury Using Advanced Machine Learning Techniques
Published in Scientific Reports, 2025
Application of REDECA Framework to Improve Safety and Health of Agricultural Tractor Drivers
Published in PLoS Global Public Health, 2025
A Machine Learning-Based Prediction of Hospital Mortality in Mechanically Ventilated ICU Patients
Published in PLoS one, 2024
Prediction of sepsis mortality in ICU patients using machine learning methods
Published in BMC Medical Informatics and Decision Making, 2024
Prediction of 30-day mortality for ICU patients with Sepsis-3
Published in BMC Medical Informatics and Decision Making, 2024
Deep Learning Model Utilization for Mortality Prediction in Mechanically Ventilated ICU Patients
Published in Informatics in Medicine Unlocked, 2024
Effect of a Process Mining based Pre-processing Step in Prediction of the Critical Health Outcomes
Published in arXiv, 2024
Optimizing Mortality Prediction for ICU Heart Failure Patients: Leveraging XGBoost and Advanced Machine Learning with the MIMIC-III Database
Published in arXiv, 2024
Conference Papers
Machine Learning-Based Prediction of ICU Readmissions in Intracerebral Hemorrhage Patients: Insights from the MIMIC Databases
Published in Intelligent Computing , 2025
Data-Driven Machine Learning Approaches for Predicting In-Hospital Sepsis Mortality
Published in Intelligent Computing , 2025
Process Mining / Deep Learning Model to Predict Mortality in Coronary Artery Disease Patients
Published in Proceedings of the 51st International Conference on Computers and Industrial Engineering, 2024
Prediction of in-hospital Mortality for ICU Patients with Heart Failure
Published in Proceedings of the 51st International Conference on Computers and Industrial Engineering, 2024