HYPERAKTIV is a public dataset containing health, activity, andheart rate data from adult patients diagnosed with attention deficit hyperactivity disorder, better known as ADHD. The dataset consists of data collected from 51 patients with ADHD and 52 clinicalcontrols. In addition to the activity and heart rate data, we also include a series of patient attributes such as their age, sex, and information about their mental state, as well as output data from a computerized neuropsychological test.
This repository is structured as follows. The experiments directory contains the code used to perform the baseline experiments presented in the paper. The notebooks directory is supplementary and repeats the baseline experiments using Python notebooks. The scripts directory contains the code used to extract features from the activity data used in the baseline experiments.
Download
| File | Description | Size | Download |
|---|---|---|---|
| hyperaktiv.zip | The hyperaktiv.zip archive containing the dataset. | 51.6MB |
All files can be viewed and downloaded in our OSF repository available here: https://osf.io/3agwr
Cite
If you use this dataset in your research, Please cite the following paper:
@inproceedings{Hicks2021,
title = {{HYPERAKTIV: An Activity Dataset from
Adult Patients with Attention-Deficit/Hyperactivity Disorder (ADHD)}},
author = {
Steven Hicks and Andrea Stautland and Ole Bernt Fasmer and
Wenche Førland and Hugo Lewi Hammer and Pål Halvorsen and
Kristin Mjeldheim and Ketil Joachim Oedegaard and Berge Osnes and
Vigdis Elin Giæver Syrstad and Michael Riegler and Petter Jakobsen
},
booktitle = {Proceedings of the 12th ACM Multimedia Systems Conference},
doi = {10.1145/3458305.3478454},
year = {2021}
}
Terms of Use
The data is released fully open for research and educational purposes. The use of the dataset for purposes such as competitions and commercial purposes needs prior written permission.
Ethics approval
In this study, we used fully anonymized data approved by Privacy Data Protection Authority. Furthermore, we confirm that all experiments were performed in accordance with the relevant guidelines and regulations of the Regional Committee for Medical and Health Research Ethics - South East Norway, and the GDPR.
Contact
Please contact steven@simula.no, michael@simula.no, or paalh@simula.no for any questions regarding the dataset.