Three-dimensional head shape quantification for infants with and without deformational plagiocephaly.
OBJECTIVE
The authors developed and tested three-dimensional (3D) indices for quantifying the severity of deformational plagiocephaly (DP).


METHODS
The authors evaluated the extent to which infants with and without DP (as determined by clinic referral and two experts' ratings) could be correctly classified.


METHODS
Infants aged 4 to 11 months, including 154 with diagnosed DP and 100 infants without a history of DP or other craniofacial condition. After excluding participants with discrepant expert ratings, data from 90 infants with DP and 50 infants without DP were retained.


METHODS
Two-dimensional (2D) histograms of surface normal vector angles were extracted from 3D mesh data and used to compute the severity scores.


METHODS
Left posterior flattening score (LPFS), right posterior flattening score (RPFS), asymmetry score (AS), absolute asymmetry score (AAS), and an approximation of a previously described 2D measure, the oblique cranial length ratio (aOCLR). Two-dimensional histograms localized the posterior flatness for each participant.


METHODS
The authors fit receiver operating characteristic curves and calculated the area under the curves (AUC) to evaluate the relative accuracy of DP classification using the above measures.


RESULTS
The AUC statistics were AAS = 91%, LPFS = 97%, RPFS = 91%, AS = 99%, and aOCLR = 79%.


CONCLUSIONS
Novel 3D-based plagiocephaly posterior severity scores provided better sensitivity and specificity in the discrimination of plagiocephalic and typical head shapes than the 2D measurements provided by a close approximation of OCLR. These indices will allow for more precise quantification of the DP phenotype in future studies on the prevalence of this condition, which may lead to improved clinical care.
Atmosukarto
I
I
Department of Computer Science and Engineering, University of Washington, Seattle, USA.
Shapiro
L G
LG
Starr
J R
JR
Heike
C L
CL
Collett
B
B
Cunningham
M L
ML
Speltz
M L
ML
D019540:Area Under Curve; D005260:Female; D006801:Humans; D007223:Infant; D008297:Male; D008953:Models, Anatomic; D049068:Plagiocephaly, Nonsynostotic / Q000145:classification*; D012720:Severity of Illness Index