Author

Molly E. McGetrick

2 papers indexed here

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Open access Aug 2026

Exploratory deep-learning-driven early risk stratification of significant neurological injury in pediatric extracorporeal membrane oxygenation

Objective To develop and examine a multimodal deep-learning framework utilizing clinical variables with and without time-dependent electroencephalogram (EEG) spectral features for predicting significant neurological injury (SNI) in pediatric patients with extracorporeal membrane oxygenation (ECMO). Methods Data were co...

Hai-Yang Tang, Molly E. McGetrick, James Hwang et al. · Frontiers in Digital Health · 0 citations

Sep 2026

Quantitative Electroencephalography Correlates With Acute Neurologic Events in Extracorporeal Membrane Oxygenation: A Pediatric Case Series.

Extracorporeal membrane oxygenation (ECMO) is associated with a high risk of neurologic injury in pediatric patients, and early detection of injury is often challenging because the clinical examination is frequently limited by illness, medication, and developmental factors. Quantitative electroencephalography (qEEG), d...

James Hwang, L. Raman, Molly E. McGetrick · ASAIO journal (1992) · 0 citations