Orkun Baloglu - Publications

Hybrid rule-based and on-premises LLM pipeline for extracting CMR and CPET metrics from free-text reports in repaired tetralogy of Fallot.

Journal: medRxiv : the preprint server for health sciences

Published: February 06, 2026

Performance of Supervised Machine Learning Models for Cardiac Surgery-Associated Acute Kidney Injury in Children: Multicenter Retrospective Cohort Study, 2019-2022.

Journal: Pediatric critical care medicine : a journal of the Society of Critical Care Medicine and the World Federation of Pediatric Intensive and Critical Care Societies

Published: November 10, 2025

Supervised Machine Learning Models Predicting Postoperative Low Cardiac Output Syndrome In Neonates.

Journal: Critical care explorations

Published: October 07, 2025

The current state of paediatric publishing utilising high-fidelity physiologic data streaming with sickbay or etiometry: a systematic review.

Journal: Cardiology in the young

Published: September 05, 2025

Pediatric Intensive Care Unit Length of Stay Prediction by Machine Learning.

Journal: Bioengineering (Basel, Switzerland)

Published: August 27, 2024

External validation of a clinical mathematical model estimating post-operative urine output following cardiac surgery in children.

Journal: Pediatric nephrology (Berlin, Germany)

Published: March 25, 2024

The Pediatric Data Science and Analytics Subgroup of the Pediatric Acute Lung Injury and Sepsis Investigators Network: Use of Supervised Machine Learning Applications in Pediatric Critical Care Medicine Research.

Journal: Pediatric critical care medicine : a journal of the Society of Critical Care Medicine and the World Federation of Pediatric Intensive and Critical Care Societies

Published: December 07, 2023