Pixel-Based Swallow Measurements: Correcting Nonsquare Pixels

像素 标准差 计算机科学 均方误差 人工智能 统计 数学 计算机视觉
作者
Deirdre Larsen,Takeshi Ikuma,Luisa Neubig,Andreas M. Kist,Rebecca Leonard,Andrew J. McWhorter,Melda Kunduk
出处
期刊:Journal of Speech Language and Hearing Research [American Speech–Language–Hearing Association]
卷期号:66 (2): 565-572 被引量:1
标识
DOI:10.1044/2022_jslhr-22-00306
摘要

This research note illustrates the effects of video data with nonsquare pixels on the pixel-based measures obtained from videofluoroscopic swallow studies (VFSS).Six pixel-based distance and area measures were obtained from two different videoflouroscopic study units; both yielding videos with nonsquare pixels with different pixel aspect ratios (PARs). The swallowing measures were obtained from the original VFSS videos and from the videos after their pixels were squared.The results demonstrated significant multivariate effects both in video type (original vs. squared) and in the interaction between video type and sample (two video recordings of different patients, different PARs, and opposing tilt angles of the external reference). A wide range of variabilities was observed on the pixel-based measures between original and squared videos with the percent deviation ranging from 0.1% to 9.1% with the maximum effect size of 7.43.This research note demonstrates the effect of disregarding PAR to distance and area pixel-based parameters. In addition, we present a multilevel roadmap to prevent possible measurement errors that could occur. At the planning stage, the PAR of video source should be identified, and, at the analyses stage, video data should be prescaled prior to analysis with PAR-unaware software. No methodology in prior absolute or relative pixel-based studies reports adjustment to the PAR prior to measurements nor identify the PAR as a possible source of variation within the literature. Addressing PAR will improve the precision and stability of pixel-based VFSS findings and improve comparability within and across clinical and research settings.https://doi.org/10.23641/asha.21957134.

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
1秒前
霸王龙完成签到,获得积分10
1秒前
2秒前
2秒前
2秒前
2秒前
3秒前
3秒前
3秒前
鉨汏闫发布了新的文献求助10
3秒前
滑溜的直角完成签到,获得积分10
3秒前
朱允扬发布了新的文献求助10
4秒前
Lucas应助66采纳,获得10
4秒前
4秒前
坦率的香烟完成签到,获得积分10
4秒前
4秒前
慕青应助北极bear采纳,获得10
4秒前
Steffi发布了新的文献求助10
5秒前
5秒前
yiyilan发布了新的文献求助10
5秒前
MA完成签到,获得积分10
5秒前
Ava应助烂漫的凡桃采纳,获得10
5秒前
今后应助JKL采纳,获得10
5秒前
5秒前
善学以致用应助如意天空采纳,获得10
5秒前
Silverexile发布了新的文献求助10
6秒前
甲甲甲发布了新的文献求助20
6秒前
廉锦枫发布了新的文献求助10
7秒前
7秒前
Ava应助Jairo采纳,获得10
7秒前
8秒前
8秒前
9秒前
长情海雪发布了新的文献求助10
10秒前
LYY发布了新的文献求助10
10秒前
香蕉觅云应助清新的寻菡采纳,获得10
10秒前
沝沝完成签到,获得积分10
10秒前
忧伤的宝马完成签到,获得积分10
10秒前
hhhhhardboy完成签到,获得积分20
10秒前
11秒前
高分求助中
Inorganic Chemistry Eighth Edition 1200
Free parameter models in liquid scintillation counting 1000
Standards for Molecular Testing for Red Cell, Platelet, and Neutrophil Antigens, 7th edition 1000
HANDBOOK OF CHEMISTRY AND PHYSICS 106th edition 1000
ASPEN Adult Nutrition Support Core Curriculum, Fourth Edition 1000
The Psychological Quest for Meaning 800
Signals, Systems, and Signal Processing 610
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 物理 内科学 复合材料 催化作用 物理化学 光电子学 电极 细胞生物学 基因 无机化学
热门帖子
关注 科研通微信公众号,转发送积分 6303580
求助须知:如何正确求助?哪些是违规求助? 8120196
关于积分的说明 17005540
捐赠科研通 5363384
什么是DOI,文献DOI怎么找? 2848536
邀请新用户注册赠送积分活动 1825964
关于科研通互助平台的介绍 1679821