Role of waveform signal parameters in the classification of children as relatively slow and fast myopia progressors

逻辑回归 眼科 医学 生物力学 角膜塑形术 角膜 内科学 解剖
作者
Kin Wan,James S. Wolffsohn,Pauline Cho
标识
DOI:10.1080/08164622.2023.2177098
摘要

Identification of the baseline chracteristics for children undergoing orthokeratology with relatively fast myopia progression can allow a more accurate determination of the risk/benefit ratio.This study aimed to investigate if baseline corneal biomechanics can classify relatively slow and fast myopia progression in children.Children aged six to 12 years with low myopia (0.50 to 4.00 D) and astigmatism (less than or equal to 1.25 D), were recruited. Participants were randomised to be fitted with orthokeratology contact lenses with a conventional compression factor (0.75 D, n = 29) or an increased compression factor (1.75 D, n = 33). Relatively fast progressors were defined as participants who had axial elongation of 0.34 mm or above per 2 years. A binomial logistic regression analysis and a classification and regression tree model were used in the data analysis. The corneal biomechanics were measured with a bidirectional applanation device. The axial length was measured by a masked examiner.As there were no significant between-group differences in the baseline data (all p > 0.05), data were combined for analysis. The mean ± SD axial elongation for relatively slow (n = 27) and fast (n = 35) progressors were 0.18 ± 0.14 mm and 0.64 ± 0.23 mm per 2 years, respectively. The area under the curve (p2area1) was significantly higher in relatively fast progressors (p = 0.018). The binomial logistic regression and classification and regression tree model analysis showed that baseline age and p2area1 could differentiate between slow and fast progressors over 2 years.Corneal biomechanics could be a potential predictor of axial elongation in orthokeratology contact lens-wearing children.

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
Ava应助科研通管家采纳,获得10
刚刚
HH应助科研通管家采纳,获得10
刚刚
刚刚
刚刚
刚刚
唐美鸭应助科研通管家采纳,获得10
刚刚
刚刚
田様应助科研通管家采纳,获得10
刚刚
刚刚
刚刚
刚刚
华仔应助科研通管家采纳,获得30
刚刚
刚刚
HMMXC发布了新的文献求助10
刚刚
刚刚
刚刚
斯文败类应助科研通管家采纳,获得10
刚刚
刚刚
1秒前
1秒前
烟花应助科研通管家采纳,获得10
1秒前
1秒前
1秒前
1秒前
SciGPT应助科研通管家采纳,获得10
1秒前
1秒前
唐美鸭应助科研通管家采纳,获得10
1秒前
羽翼完成签到,获得积分20
1秒前
共享精神应助科研通管家采纳,获得10
1秒前
充电宝应助科研通管家采纳,获得50
1秒前
科研通AI2S应助科研通管家采纳,获得10
1秒前
1秒前
李健的粉丝团团长应助wlg采纳,获得10
1秒前
汉堡包应助科研通管家采纳,获得10
1秒前
打打应助科研通管家采纳,获得10
1秒前
情怀应助科研通管家采纳,获得30
1秒前
wanci应助科研通管家采纳,获得10
1秒前
1秒前
英俊的铭应助科研通管家采纳,获得10
1秒前
今后应助科研通管家采纳,获得10
2秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Lloyd's Register of Shipping's Approach to the Control of Incidents of Brittle Fracture in Ship Structures 1000
BRITTLE FRACTURE IN WELDED SHIPS 1000
Entre Praga y Madrid: los contactos checoslovaco-españoles (1948-1977) 1000
Polymorphism and polytypism in crystals 1000
Encyclopedia of Materials: Plastics and Polymers 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 工程类 纳米技术 有机化学 物理 生物化学 化学工程 计算机科学 复合材料 内科学 催化作用 光电子学 物理化学 电极 冶金 遗传学 细胞生物学
热门帖子
关注 科研通微信公众号,转发送积分 6098080
求助须知:如何正确求助?哪些是违规求助? 7927965
关于积分的说明 16418254
捐赠科研通 5228314
什么是DOI,文献DOI怎么找? 2794369
邀请新用户注册赠送积分活动 1776805
关于科研通互助平台的介绍 1650783