Title
Statistical atlas construction via weighted functional boxplots.
Abstract
•A weighted functional boxplot is proposed to build spatio-temporal atlases.•We demonstrate the applicability of our method to functions, shapes, and images.•We elaborate how an atlas can be robustly augmented with statistical data.•Changes of pediatric airway and corpus callosum over time are captured.•We report quantitative assessment in subglottic stenosis of pediatric airways.
Year
DOI
Venue
2014
10.1016/j.media.2014.03.001
Medical Image Analysis
Keywords
Field
DocType
Statistical atlas-building,Weighted functional boxplots,Kernel regression,Pediatric upper airways
Subglottic stenosis,Population,Functional boxplot,Pattern recognition,Medical imaging,Computer science,Outlier,Artificial intelligence,Atlases as Topic,Kernel regression,Percentile
Journal
Volume
Issue
ISSN
18
4
1361-8415
Citations 
PageRank 
References 
2
0.38
10
Authors
11
Name
Order
Citations
PageRank
Yi Hong1434.20
Brad Davis2263.50
J S Marron3778.26
R Kwitt444835.15
Nikhil Singh5616.37
Julia S Kimbell672.08
Elizabeth Pitkin740.83
Richard Superfine84812.50
Stephanie D Davis971.41
Carlton J Zdanski1041.84
Marc Niethammer1173168.16