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A dataset of resting-state and task-based EEG with psychological measures in adults with ADHD and controls

Version 1.0

Prucnal, Monika A.; Adamczyk, Krzysztof, 2025, "A dataset of resting-state and task-based EEG with psychological measures in adults with ADHD and controls", https://doi.org/10.18150/YHSZR3, RepOD, V1

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Description

This dataset contains EEG recordings, cognitive test scores and summary results of psychological questionnaires for 16 adults: 8 (4 women and 4 men) with diagnosed ADHD and 8 (4 women and 4 men) healthy controls aged between 21 and 39 years.

Raw data folder - includes all registered, raw EEG signals divided according to task and saved in .mat files (9 files for 16 participants), mat. files include EEG signals for the eyes closed and open condition and five different cognitive tests.

The data have been anonymized and are available for research purposes only. Users are required to cite the source and adhere to ethical principles for research involving human participants.

Please read the Readme.txt file for additional information.

The database was prepared as part of the National Science Centre Miniatura 8 research grant, DEC-2024/08/X/ST6/01305, entitled: Analiza sygnałów EEG od osób z ADHD i grupy kontrolnej zdrowych z uwzględnieniem różnic między płciami z zastosowaniem metod sztucznej inteligencji (Analysis of EEG signals from individuals with ADHD and a healthy control group, taking into account gender differences, using artificial intelligence methods). The project was carried out by Dr. Monika Prucnal at the Wrocław University of Science and Technology, Faculty of Electronics, Photonics and Microsystems.

The project received a positive opinion from the Committee for Research Ethics of the Wrocław University of Science and Technology (no. O-25-34).


(2025-08-27)
Subject
Engineering; Social Sciences
Keyword

electroencephalography, EEG signal, Attention Deficit Hyperactivity Disorder, ADHD, adults, adults with ADHD, cognitive test, psychological questionnaire

CC BY - Creative Commons Attribution 4.0 CC BY - Creative Commons Attribution 4.0

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README.txt
Plain Text - 1.6 KB - Sep 2, 2025 - 4 Downloads
MD5: 2e350094c32f4c06d6453cf56c1bfbd0
License: CC BY - Creative Commons Attribution 4.0
Readme file with the description of the dataset
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Data_description_ENG.odt
Unknown - 14.1 KB - Sep 2, 2025 - 5 Downloads
MD5: 2f43808be3de8be335331b782c37f1c0
License: CC BY - Creative Commons Attribution 4.0
Readme file with the description of the dataset
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Data_description_PL.odt
Unknown - 19.9 KB - Sep 2, 2025 - 5 Downloads
MD5: 1c5a8ff6f6c1cd7599a2e8ef65fad3a1
License: CC BY - Creative Commons Attribution 4.0
Szczegółowy opis bazy danych i sposobu zbierania zbioru danych w języku polskim.
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Raw_data.zip
ZIP Archive - 810.3 MB - Sep 2, 2025 - 6 Downloads
MD5: 92425f53b5150172f16937af690fe0ca
License: CC BY - Creative Commons Attribution 4.0
Dataset files are stored in the EEG Raw folder - it contains raw EEG signals (without any pre-processing) saved in two folders: ADHD and Control, which contain subfolders F and M (corresponding to the participant's gender), which contain signals from individuals (the folder number corresponds to the participant's ID) in .mat files. The folder with ID number contains 3 subfolders: ● Session 1: 1_OpenEyes_Raw.mat - Measurement in relaxation with eyes open (5 min) 2_ClosedEyes_Raw.mat - Measurement in relaxation with eyes closed (5 min) ● Session 2: 3_Stroop_Raw.mat - Emotional Stroop Test (5 min) 4_SignalStop_Raw.mat - Stop Signal Test (2 min) 5_Flanker_Raw.mat - Eriksen Flanker Test (3 min) 6_Go_NoGo_Raw.mat - Go/no-go Test (4 min) 7_SelectiveAttention_Raw.mat - Selective Attention Test (5-6 min) ● Session 3: 8_OpenEyes_Raw.mat - Measurement in relaxation with eyes open (3 min) min) 9_ClosedEyes_Raw.mat - Measurement in relaxation with eyes closed (3 min) The duration of the signals, and therefore the length of the files, particularly in the signals from Session 2, varied between participants and depended on the time it took a specific person to complete the tasks. The raw EEG signal was divided into task-specific fragments and saved in .mat files from 1_OpenEyes_Raw.mat to 9_ClosedEyes_Raw.mat, in the form of a table in which columns: - 1-19 correspond to EEG channels: Fp1_AA, Fp2_AA, F7_AA, F3_AA, Fz_AA, F4_AA, F8_AA, T3_AA, C3_AA, Cz_AA, C4_AA, T4_AA, T5_AA, P3_AA, Pz_AA, P4_AA, T6_AA, O1_AA, O2_AA (representing the potential difference between a given electrode and the average of A1 and A2), - 20 is time in seconds, - 21 is clock time.
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ID_description_EEG_ADHD_control_database.ods
Unknown - 22.0 KB - Sep 2, 2025 - 8 Downloads
MD5: 9cd5db009f4b797fe5ff55b29e8cc928
License: CC BY - Creative Commons Attribution 4.0
Descriptive data, questionnaire and cognitive task results in the Excel file: ID description EEG ADHD control database.xlsx, in the following tabs: ● Subject List of identifiers (IDs) with information about group membership: ADHD or Control, gender (F - female, M - male), and age range. ● Cognitive test Results of cognitive tests administered during EEG measurement: Emotional Stroop Test, Stop Signal Test, Eriksen Flanker Test, Sustained Attention Task (Go/No Go Test), Selective Attention Test ● Questionare Final results of questionnaires collected from participants during the study: - WHO-5 - Well-Being Index: The World Health Organization-Five Well-Being Index (WHO-5) – Polish version, - ASRS-v1.1 - Adult ADHD Self-Report Scale: World Health Organization (WHO) Adult ADHD Self-Report Scale – Polish version, - ERQ-S - Emotion Regulation Questionnaire – Short version: ERQ-S – Polish version, - PERCI - An extended assessment of emotion regulation: the Perth Emotion Regulation Competency Inventory (PERCI).
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