Investigating Velopharyngeal Closure Force with Linear Regression

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Abstract: 

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The purpose of this study is to investigate the effects of muscles in the velopharyngeal (VP) system on closure force using a machine learning algorithm and linear regression. VP muscle data from 10 adults and 10 children were acquired for the training set used to predict closure force values and their direction. The algorithm was able to accurately calculate the closure force for any set of anatomical parameters. It was observed that the velum had a major influence on closure force.

Instructions: 

This dataset contains closure force and angles for each subject at varying muscle activation levels.

Comments

closure force and angles for each subject at varying muscle activation levels

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Dataset Details

Citation Author(s):
Anish Sana, Jamie L. Perry, Nasseh Tabrizi
Submitted by:
Anish Sana
Last updated:
Tue, 02/20/2018 - 11:37
DOI:
10.21227/H2F95C
 
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[1] Anish Sana, Jamie L. Perry, Nasseh Tabrizi, "Investigating Velopharyngeal Closure Force with Linear Regression", IEEE Dataport, 2018. [Online]. Available: http://dx.doi.org/10.21227/H2F95C. Accessed: Jun. 17, 2018.
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doi = {10.21227/H2F95C},
url = {http://dx.doi.org/10.21227/H2F95C},
author = {Anish Sana; Jamie L. Perry; Nasseh Tabrizi },
publisher = {IEEE Dataport},
title = {Investigating Velopharyngeal Closure Force with Linear Regression},
year = {2018} }
TY - DATA
T1 - Investigating Velopharyngeal Closure Force with Linear Regression
AU - Anish Sana; Jamie L. Perry; Nasseh Tabrizi
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PB - IEEE Dataport
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Anish Sana, Jamie L. Perry, Nasseh Tabrizi. (2018). Investigating Velopharyngeal Closure Force with Linear Regression. IEEE Dataport. http://dx.doi.org/10.21227/H2F95C
Anish Sana, Jamie L. Perry, Nasseh Tabrizi, 2018. Investigating Velopharyngeal Closure Force with Linear Regression. Available at: http://dx.doi.org/10.21227/H2F95C.
Anish Sana, Jamie L. Perry, Nasseh Tabrizi. (2018). "Investigating Velopharyngeal Closure Force with Linear Regression." Web.
1. Anish Sana, Jamie L. Perry, Nasseh Tabrizi. Investigating Velopharyngeal Closure Force with Linear Regression [Internet]. IEEE Dataport; 2018. Available from : http://dx.doi.org/10.21227/H2F95C
Anish Sana, Jamie L. Perry, Nasseh Tabrizi. "Investigating Velopharyngeal Closure Force with Linear Regression." doi: 10.21227/H2F95C