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A Conceptual Vision of Early Detection of Impulse Control Disorders in Pediatric Populations via Speech and Sleep Pattern Analysis

  • The heart of the project is the early and cost-effective diagnosis of impulse control disorders in children and adolescents. The methodology is based on the automatic analysis of speech and sleep patterns, which is being carried out in cooperation with Colombian and German partners. The group has set itself three project goals. In the first step, the synchronization of ongoing project work will be carried out so that, on the one hand, available results can be incorporated into this project and, on the other hand, cooperation results can be taken into account in ongoing work. Parallel to this, the second project objective is to set up competence groups that, as specialist groups, are familiar with the regional characteristics and help to record the current situation. The first two objectives are supported in particular by workshops and the exchange of researchers. In this way, the partners’ methodology is made accessible to both groups, which significantly promotes the analysis of research topics and the approach. Finally, in the third project objective, practice-oriented and target group-oriented results based on validated case studies will be provided so that the jointly developed methodology can be created. This contribution provides an overview of the activities.

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Metadaten
Author:Ralf SeepoldORCiDGND, Wilhelm Daniel ScherzORCiD, Daniel VelezORCiD, Julian D. Echeverry-Correa, Jorge Ávila-Campos, Manuela Gómez-Suta
DOI:https://doi.org/10.1016/j.procs.2024.09.329
ISSN:1877-0509
Parent Title (English):28th International Conference on Knowledge Based and Intelligent Information and Engineering Sytems, KES2024, 11 - 13 September, Seville, Spain (Procedia Computer Science, Vol. 246)
Volume:246
Publisher:Elsevier
Place of publication:Amsterdam
Document Type:Conference Proceeding
Language:English
Year of Publication:2024
Release Date:2024/11/29
Tag:Impulse control disorders; Stress detection; Sleep medicine; Speech patterns
First Page:4646
Last Page:4654
Note:
Corresponding author: Ralf Seepold
Institutes:Institut für Angewandte Forschung - IAF
DDC functional group:500 Naturwissenschaften und Mathematik
600 Technik, Medizin, angewandte Wissenschaften
Open Access?:Ja
Relevance:Konferenzbeitrag: h5-Index > 30
Licence (German):License LogoCreative Commons - CC BY-NC-ND - Namensnennung - Nicht kommerziell - Keine Bearbeitungen 4.0 International