TY - T1 - Reliability and accuracy of EEG interpretation for estimating age in preterm infants SN - / UR - http://hdl.handle.net/10138/336093 T3 - A1 - Stevenson, Nathan J.; Tataranno, Maria-Luisa; Kaminska, Anna; Pavlidis, Elena; Clancy, Robert R.; Griesmaier, Elke; Roberts, James A.; Klebermass-Schrehof, Katrin; Vanhatalo, Sampsa A2 - PB - Y1 - 2020 LA - eng AB - Objectives: To determine the accuracy of, and agreement among, EEG and aEEG readers' estimation of maturity and a novel computational measure of functional brain age (FBA) in preterm infants. Methods: Seven experts estimated the postmenstrual ages (PMA) in a cohort of recordings from preterm infants using cloud-based review software. The FBA was calculated using a machine learning-based algorithm. Error analysis was used to determine the accuracy of PMA assessments and intraclass correlation (IC... VO - IS - SP - OP - KW - AMPLITUDE-INTEGRATED EEG; SEIZURE DETECTION; BRAIN MATURATION; PROGNOSTIC VALUE; PATTERN; ELECTROENCEPHALOGRAPHY; AGREEMENT; FEATURES; PREDICTS; 3112 Neurosciences N1 - PP - ER -