Sydney R. Rooney - Publications

Correction: Raising awareness of potential biases in medical machine learning: Experience from a Datathon.

Journal: PLOS digital health

Published: July 27, 2026

Novel presentation of CACNA1C variant as neonatal complete atrioventricular block, heart failure and non-compaction cardiomyopathy with oligogenic influences.

Journal: Journal of electrocardiology

Published: August 23, 2025

Raising awareness of potential biases in medical machine learning: Experience from a Datathon.

Journal: medRxiv : the preprint server for health sciences

Published: November 06, 2024

Raising awareness of potential biases in medical machine learning: Experience from a Datathon.

Journal: PLOS digital health

Published: November 01, 2024

Decrypting Sepsis-Associated Brain Dysfunction: A Computational Phenotype That Can Hack It.

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: August 05, 2024

Forecasting algorithms in the ICU.

Journal: Journal of electrocardiology

Published: May 16, 2023

Forecasting imminent atrial fibrillation in long-term electrocardiogram recordings.

Journal: Journal of electrocardiology

Published: May 12, 2023

Measuring Critical Care Unit Performance Using a Postoperative Mechanical Ventilation Quality Metric.

Journal: The Annals of thoracic surgery

Published: July 01, 2022

Prediction of extubation failure in the paediatric cardiac ICU using machine learning and high-frequency physiologic data.

Journal: Cardiology in the young

Published: December 20, 2021

Influence of Early Extubation Location on Outcomes Following Pediatric Cardiac Surgery.

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: July 09, 2020

CYP2C9*2 is associated with indomethacin treatment failure for patent ductus arteriosus.

Journal: Pharmacogenomics

Published: September 06, 2019

Extubation Failure Rates After Pediatric Cardiac Surgery Vary Across Hospitals.

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: February 27, 2019