Lognormality In Children With Mild Traumatic Brain Injury : A Preliminary Pilot Study

被引:0
|
作者
Faci, Nadir [1 ]
Desire, Naddley [2 ]
Beauchamp, Miriam H. [3 ,4 ]
Gagnon, Isabelle [5 ]
Plamondon, Rejean [1 ]
机构
[1] Ecole Polytech Montreal, Dept Elect Engn, Montreal, PQ, Canada
[2] Alberta Childrens Prov Gen Hosp, Dept Neurosci, Calgary, AB, Canada
[3] Univ Montreal, Dept Psychol, Montreal, PQ, Canada
[4] Univ Montreal, Ste Justine Res Ctr, Montreal, PQ, Canada
[5] McGill Univ, Sch Phys & Occupat Therapy Pediat, Montreal, PQ, Canada
关键词
mild traumatic brain injuries (mTBI); children; fine motor control; sigma-lognormal model; Kinematic Theory of rapid human movement; kinematic analysis; handwriting; RAPID HUMAN MOVEMENTS; KINEMATIC THEORY; TIME; REPRESENTATION; BALANCE;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This preliminary pilot study examines whether the sigma-lognormal model proposed by the Kinematic Theory of rapid human movements is able to detect a difference between the handwriting strokes produced by individuals with mild traumatic brain injuries (mTBI) 1 and 3 months post-injury. 90 participants, aged between 6.00 and 17.99 years, who sustained mTBI were asked to produce handwriting strokes on a digitizing tablet. Strokes were analyzed using the Sigma-Lognormal model. This model showed significant differences between the two sets of strokes produced 1- and 3-months post-injury by the participants, with the quality of strokes improving over time. Only four participants did not show any significant changes. Findings from this preliminary pilot study warrant further research into the potential benefits of using the Sigma-Lognormal model to assess the integrity of neuromotor systems following pediatric mTBI.
引用
收藏
页码:790 / 794
页数:5
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