Symptoms of anxiety and depression in children with developmental coordination disorder: a systematic review

Draghi, Tatiane Targino Gomes; NETO, JORGE Lopes CAVALCANTE; Rohr, Liz Araújo; Jelsma, Dorothee; Tudella, Eloísa

doi:10.1016/j.jpedp.2019.05.017

Cited by 1 publication

(1 citation statement)

References 26 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…They are observed as having over five times more emotional and behavioral problems and with a significantly lower health-related quality of life compared to their peers [5,6]. Children with DCD are at higher risk of developing symptoms of anxiety and depression than their typically developing peers [7]. There is a significant impact on educational achievement and therefore life chances for adolescents with DCD due to problems with reading skills, social communication difficulties, and hyperactivity, and inattention [8].…”

Section: Introductionmentioning

confidence: 99%

Machine Learning Based Diagnostics of Developmental Coordination Disorder using Electroencephalographic Data

Buettner

Buechele²,

Grimmeisen³

et al. 2021

Proceedings of the Annual Hawaii International Conference on System Sciences

View full text Add to dashboard Cite

We report on promising results concerning the fast and accurate diagnosis of developmental coordination disorder (DCD) which heavily impacts the life of affected children with emotional and behavioral issues. Using a machine learning classifier on spectral data of electroencephalography (EEG) recordings and unfolding the traditional frequency bandwidth in a fine-graded equidistant 99-point spectrum we were able to reach an accuracy of over 99.35 percent having only one misclassification. Our machine learning work contributes to healthcare and information systems research. While current diagnostic methods in use are either complicated, time-consuming, or inaccurate, our automated machine-based approach is accurate and reliable. Our results also provide more insights into the relationship between DCD and brain activity which could stimulate future work in medicine.

show abstract