title: Quantitative EEG in babies at risk for hypoxic ischemic encephalopathy after perinatal asphyxia.
abstract: OBJECTIVE
  To evaluate an electroencephalography (EEG)-based index, the Cerebral Health Index in babies (CHI/b), for identification of neonates with high Sarnat scores and abnormal EEG as markers of hypoxic ischemic encephalopathy (HIE) after perinatal asphyxia.
  
  
  METHODS
  This is a retrospective study using 30 min of EEG data collected from 20 term neonates with HIE and 20 neurologically normal neonates. The HIE diagnosis was made on clinical grounds based on history and examination findings. The maximum-modified clinical Sarnat score was used to grade HIE severity within 72 h of life. All neonates underwent 2-channel bedside EEG monitoring. A trained electroencephalographer blinded to clinical data visually classified each EEG as normal, mild or severely abnormal. The CHI/b was trained using data from Channel 1 and tested on Channel 2.
  
  
  RESULTS
  The CHI/b distinguished among HIE and controls (P<0.02) and among the three visually interpreted EEG categories (P<0.0002). It showed a sensitivity of 82.4% and specificity of 100% in detecting high grades of neonatal encephalopathy (Sarnat 2 and 3), with an area under the receiver operator characteristic (ROC) curve of 0.912. CHI/b also identified differences between normal vs mildly abnormal (P<0.005), mild vs severely abnormal (P<0.01) and normal vs severe (P<0.002) EEG groups. An ROC curve analysis showed that the optimal ability of CHI/b to discriminate poor outcome was 89.7% (sensitivity: 87.5%; specificity: 82.4%).
  
  
  CONCLUSIONS
  The CHI/b identified neonates with high Sarnat scores and abnormal EEG. These results support its potential as an objective indicator of neurological injury in infants with HIE.
authors.affiliation: Infinite Biomedical Technologies, Baltimore, MD 21211, USA. manan@i-biomed.com
authors.forename: M
authors.initials: M
authors.lastname: Hathi
authors.forename: D L
authors.initials: DL
authors.lastname: Sherman
authors.forename: T
authors.initials: T
authors.lastname: Inder
authors.forename: N S
authors.initials: NS
authors.lastname: Rothman
authors.forename: M
authors.initials: M
authors.lastname: Natarajan
authors.forename: C
authors.initials: C
authors.lastname: Niesen
authors.forename: L M
authors.initials: LM
authors.lastname: Korst
authors.forename: T
authors.initials: T
authors.lastname: Pantano
authors.forename: A
authors.initials: A
authors.lastname: Natarajan
mesh_terms: D001238:Asphyxia Neonatorum / Q000150:complications*; D016022:Case-Control Studies; D004569:Electroencephalography; D006801:Humans; D020925:Hypoxia-Ischemia, Brain / Q000175:diagnosis* / Q000209:etiology*; D007231:Infant, Newborn; D012372:ROC Curve; D012189:Retrospective Studies; D012720:Severity of Illness Index