Attention Predictions Related to Cinematic Montage Using Biometric Markers with Application in ADHD Disorder
- Resource Type
- Conference
- Authors
- Motrescu, Emanuela; Geman, Oana
- Source
- 2022 E-Health and Bioengineering Conference (EHB) E-Health and Bioengineering Conference (EHB), 2022. :1-4 Nov, 2022
- Subject
- Bioengineering
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Computing and Processing
Engineered Materials, Dielectrics and Plasmas
Fields, Waves and Electromagnetics
Signal Processing and Analysis
Training
Visualization
Pediatrics
Pathology
Autism
Art
Machine learning algorithms
ADHD
heart rate variability
cinematic montage
biometric wearable device (EmotiBit)
attention
- Language
- ISSN
- 2575-5145
The following case study targets the live deconstruction of a visual experience correlating attention-related body sensations that emerge with external visual stimuli resulting the improvement of attention. The attention deficit and hyperactivity disorder (ADHD) is one of the most common mental health disorders among children. It includes symptoms such as difficulty paying attention, hyperactivity and impulsive behavior. The disease appears before age of seven and lasts till adulthood. In contrast with traditional treatment (medication) our work focuses on the usage of biometric marker such as heart rate variability, applied in recovery through other treatments such as art therapy based on cinematic language techniques. We will be able to create a database that can be used to forecast pathologies within the autism spectrum and ADHD using various machine learning algorithm, by expanding the pilot project and including more participants.