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Ognjen Gajic

3 accepted papers

2025

A Hybrid CNN-GRU Model for Real-Time Prediction of Sepsis Clinical Trajectories in the ICU

RA-L 2025

Sepsis progression varies widely among intensive care unit (ICU) patients, making early and accurate trajectory prediction crucial. Traditional models focus on static assessments or binary outcomes, limiting their clinical utility. This study considers clinical trajectories of patients with sepsis f

Cited by 3SourceScholar
2022

Modeling of Critically Ill Patient Pathways to Support Intensive Care Delivery

RA-L 2022

The COVID-19 pandemic has exposed long standing deficiencies in critical care knowledge and practice in hospitals worldwide. New methods and strategies to facilitate timely and accurate interventions are needed. A virtual counterpart (digital twin) to critically ill patients would allow bedside prov

Cited by 14SourceScholar
2018

Bottleneck Analysis to Improve Multidisciplinary Rounding Process in Intensive Care Units at Mayo Clinic

RA-L 2018

In a hospital's intensive care unit (ICU), multidisciplinary rounding (MDR) is a combination of care management with various healthcare providers from different clinical expertise meeting together to coordinate patient care, establish daily goals, and determine treatment plans. Such meetings require

Cited by 6SourceScholar