Directional outlyingness for multivariate functional data

W Dai, MG Genton - Computational Statistics & Data Analysis, 2019 - Elsevier
The direction of outlyingness is crucial to describing the centrality of multivariate functional
data. Motivated by this idea, classical depth is generalized to directional outlyingness for …

Automatic gear shift strategy for manual transmission of mine truck based on Bi-LSTM network

L Wang, X Xu, Q Su, Y Song, H Wang, M Xie - Expert Systems with …, 2022 - Elsevier
As mine trucks face severe and changeable driving conditions in mining area, it is important
to formulate a general automatic gear shift strategy for reducing the intensity and difficulty of …

Relationship between degree of obstruction and airflow limitation in subglottic stenosis

EL Lin, JM Bock, CJ Zdanski, JS Kimbell… - The …, 2018 - Wiley Online Library
Objectives Subglottic stenosis (SGS) is one of the most common airway disorders in
pediatric patients. Currently, treatment decisions rely primarily on the Cotton‐Myer scale …

A multidisciplinary children's airway center: impact on the care of patients with tracheostomy

KA Abode, AF Drake, CJ Zdanski… - …, 2016 - publications.aap.org
BACKGROUND: Children with complex airway problems see multiple specialists. To
improve outcomes and coordinate care, we developed a multidisciplinary Children's Airway …

A geometric approach to visualization of variability in functional data

W Xie, S Kurtek, K Bharath, Y Sun - Journal of the American …, 2017 - Taylor & Francis
We propose a new method for the construction and visualization of boxplot-type displays for
functional data. We use a recent functional data analysis framework, based on a …

Volumetric nasal cavity analysis in children with unilateral and bilateral cleft lip and palate

Z Farzal, J Walsh… - The …, 2016 - Wiley Online Library
Objectives/Hypothesis Children with cleft lip and palate (CLP) often suffer from nasal
obstruction that may be related to effects on nasal volume. The objective of this study was to …

Quantitative assessment of the upper airway in infants and children with subglottic stenosis

C Zdanski, S Davis, Y Hong, D Miao… - The …, 2016 - Wiley Online Library
Objectives/Hypothesis Determine whether quantitative geometric measures and a
computational fluid dynamic (CFD) model derived from medical imaging of children with …

Exploratory functional data analysis

Z Qu, W Dai, C Euan, Y Sun, MG Genton - TEST, 2024 - Springer
With the advance of technology, functional data are being recorded more frequently,
whether over one-dimensional or multi-dimensional domains. Due to the high …

Variation in Lip Shape and Aesthetics in the Young Female Population: A Statistical Atlas Study

JF Ryan, LE Ishii, JK Dey, JC Nellis… - Facial Plastic Surgery …, 2024 - liebertpub.com
Background: The distribution of lip shapes in young females and how morphological
variation relates to attractiveness are poorly defined. Objectives: We hypothesized that …

Pediatric sleep-related breathing disorders: advances in imaging and computational modeling

SLD Ward, R Amin, R Arens, Z Chen, S Davis… - IEEE pulse, 2014 - ieeexplore.ieee.org
We understand now that sleep of sufficient length and quality is required for good health.
This is particularly true for infants and children, who have the added physiologic task of …