---
_id: '6355'
author:
- first_name: Hasina
  full_name: Attaullah, Hasina
  id: '254998'
  last_name: Attaullah
  orcid: 0000-0002-6902-6116
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-6902-6116/work/198405201
- first_name: Christian
  full_name: Peters, Christian
  id: '257329'
  last_name: Peters
  orcid: 0009-0002-7329-0320
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0002-7329-0320/work/198509977
- first_name: Annika
  full_name: Peters, Annika
  id: '257172'
  last_name: Peters
- first_name: Thorsten
  full_name: Jungeblut, Thorsten
  id: '242294'
  last_name: Jungeblut
  orcid: 0000-0001-7425-8766
citation:
  alphadin: '<span style="font-variant:small-caps;">Attaullah, Hasina</span> ; <span
    style="font-variant:small-caps;">Peters, Christian</span> ; <span style="font-variant:small-caps;">Peters,
    Annika</span> ; <span style="font-variant:small-caps;">Jungeblut, Thorsten</span>:
    AI Meets Elderly Care: Mining Smart Home Data for Dementia and Depression Detection.
    In: <span style="font-variant:small-caps;">Schriftenreihe des Institute for Data
    Science Solutions</span> (Hrsg.) , <i>KI2025@HSBI Zukunft im Fokus</i>. Bd. 2.
    Bielefeld (2025)'
  ama: 'Attaullah H, Peters C, Peters A, Jungeblut T. AI Meets Elderly Care: Mining
    Smart Home Data for Dementia and Depression Detection. Schriftenreihe des Institute
    for Data Science Solutions, ed. 2025;2:38-39. doi:<a href="https://doi.org/10.60802/SIDAS.2025.2">10.60802/SIDAS.2025.2</a>'
  apa: 'Attaullah, H., Peters, C., Peters, A., &#38; Jungeblut, T. (2025). AI Meets
    Elderly Care: Mining Smart Home Data for Dementia and Depression Detection. (Schriftenreihe
    des Institute for Data Science Solutions, Ed.). Presented at the KI2025@HSBI Zukunft
    im Fokus, Bielefeld. <a href="https://doi.org/10.60802/SIDAS.2025.2">https://doi.org/10.60802/SIDAS.2025.2</a>'
  bibtex: '@article{Attaullah_Peters_Peters_Jungeblut_2025, place={Bielefeld}, series={KI2025@HSBI
    Zukunft im Fokus}, title={AI Meets Elderly Care: Mining Smart Home Data for Dementia
    and Depression Detection}, volume={2}, DOI={<a href="https://doi.org/10.60802/SIDAS.2025.2">10.60802/SIDAS.2025.2</a>},
    author={Attaullah, Hasina and Peters, Christian and Peters, Annika and Jungeblut,
    Thorsten}, editor={Schriftenreihe des Institute for Data Science SolutionsEditor},
    year={2025}, pages={38–39}, collection={KI2025@HSBI Zukunft im Fokus} }'
  chicago: 'Attaullah, Hasina, Christian Peters, Annika Peters, and Thorsten Jungeblut.
    “AI Meets Elderly Care: Mining Smart Home Data for Dementia and Depression Detection.”
    Edited by Schriftenreihe des Institute for Data Science Solutions. KI2025@HSBI
    Zukunft Im Fokus. Bielefeld, 2025. <a href="https://doi.org/10.60802/SIDAS.2025.2">https://doi.org/10.60802/SIDAS.2025.2</a>.'
  ieee: 'H. Attaullah, C. Peters, A. Peters, and T. Jungeblut, “AI Meets Elderly Care:
    Mining Smart Home Data for Dementia and Depression Detection,” vol. 2. Bielefeld,
    pp. 38–39, 2025.'
  mla: 'Attaullah, Hasina, et al. <i>AI Meets Elderly Care: Mining Smart Home Data
    for Dementia and Depression Detection</i>. Edited by Schriftenreihe des Institute
    for Data Science Solutions, vol. 2, 2025, pp. 38–39, doi:<a href="https://doi.org/10.60802/SIDAS.2025.2">10.60802/SIDAS.2025.2</a>.'
  short: H. Attaullah, C. Peters, A. Peters, T. Jungeblut, 2 (2025) 38–39.
conference:
  end_date: 2025-06-03
  location: Bielefeld
  name: KI2025@HSBI Zukunft im Fokus
  start_date: 2025-06-03
corporate_editor:
- Schriftenreihe des Institute for Data Science Solutions
date_created: 2025-12-01T10:33:14Z
date_updated: 2026-03-17T15:29:29Z
department:
- _id: '103'
doi: 10.60802/SIDAS.2025.2
intvolume: '         2'
keyword:
- Depression Detection
- Smart Home
- Dementia Detection
- Smart Home Sensors
language:
- iso: eng
page: 38-39
place: Bielefeld
project:
- _id: beb248c8-cd75-11ed-b77c-e432b4711f7b
  name: Institut für Systemdynamik und Mechatronik
publication_identifier:
  unknown:
  - 2943-3509
quality_controlled: '1'
related_material:
  link:
  - relation: confirmation
    url: https://journals.hsbi.de/sidas/issue/view/29
series_title: KI2025@HSBI Zukunft im Fokus
status: public
title: 'AI Meets Elderly Care: Mining Smart Home Data for Dementia and Depression
  Detection'
type: conference
user_id: '257172'
volume: 2
year: '2025'
...
---
_id: '6139'
alternative_id:
- '6354'
author:
- first_name: Hasina
  full_name: Attaullah, Hasina
  id: '254998'
  last_name: Attaullah
  orcid: 0000-0002-6902-6116
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-6902-6116/work/190160459
- first_name: Sanaullah
  full_name: Sanaullah, Sanaullah
  id: '248865'
  last_name: Sanaullah
  orcid: 0000-0003-4112-802X
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0003-4112-802X/work/190160461
- first_name: Annika
  full_name: Peters, Annika
  id: '257172'
  last_name: Peters
- first_name: Qazi Arbab
  full_name: Ahmed, Qazi Arbab
  id: '257333'
  last_name: Ahmed
  orcid: 0000-0002-1837-2254
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-1837-2254/work/190160462
- first_name: Justin
  full_name: Baudisch, Justin
  id: '247397'
  last_name: Baudisch
  orcid: 0000-0001-5565-0228
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0001-5565-0228/work/190160463
- first_name: Thorsten
  full_name: Jungeblut, Thorsten
  id: '242294'
  last_name: Jungeblut
  orcid: 0000-0001-7425-8766
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0001-7425-8766/work/190160465
citation:
  alphadin: '<span style="font-variant:small-caps;">Attaullah, Hasina</span> ; <span
    style="font-variant:small-caps;">Sanaullah, Sanaullah</span> ; <span style="font-variant:small-caps;">Peters,
    Annika</span> ; <span style="font-variant:small-caps;">Ahmed, Qazi Arbab</span>
    ; <span style="font-variant:small-caps;">Baudisch, Justin</span> ; <span style="font-variant:small-caps;">Jungeblut,
    Thorsten</span>: DNA: detecting early signs of neurodegenerative diseases through
    activity and sleep analysis. In: <i>Frontiers in Neuroscience</i> Bd. 19, Frontiers
    Media SA (2025)'
  ama: 'Attaullah H, Sanaullah S, Peters A, Ahmed QA, Baudisch J, Jungeblut T. DNA:
    detecting early signs of neurodegenerative diseases through activity and sleep
    analysis. <i>Frontiers in Neuroscience</i>. 2025;19. doi:<a href="https://doi.org/10.3389/fnins.2025.1617758">10.3389/fnins.2025.1617758</a>'
  apa: 'Attaullah, H., Sanaullah, S., Peters, A., Ahmed, Q. A., Baudisch, J., &#38;
    Jungeblut, T. (2025). DNA: detecting early signs of neurodegenerative diseases
    through activity and sleep analysis. <i>Frontiers in Neuroscience</i>, <i>19</i>.
    <a href="https://doi.org/10.3389/fnins.2025.1617758">https://doi.org/10.3389/fnins.2025.1617758</a>'
  bibtex: '@article{Attaullah_Sanaullah_Peters_Ahmed_Baudisch_Jungeblut_2025, title={DNA:
    detecting early signs of neurodegenerative diseases through activity and sleep
    analysis}, volume={19}, DOI={<a href="https://doi.org/10.3389/fnins.2025.1617758">10.3389/fnins.2025.1617758</a>},
    journal={Frontiers in Neuroscience}, publisher={Frontiers Media SA}, author={Attaullah,
    Hasina and Sanaullah, Sanaullah and Peters, Annika and Ahmed, Qazi Arbab and Baudisch,
    Justin and Jungeblut, Thorsten}, year={2025} }'
  chicago: 'Attaullah, Hasina, Sanaullah Sanaullah, Annika Peters, Qazi Arbab Ahmed,
    Justin Baudisch, and Thorsten Jungeblut. “DNA: Detecting Early Signs of Neurodegenerative
    Diseases through Activity and Sleep Analysis.” <i>Frontiers in Neuroscience</i>
    19 (2025). <a href="https://doi.org/10.3389/fnins.2025.1617758">https://doi.org/10.3389/fnins.2025.1617758</a>.'
  ieee: 'H. Attaullah, S. Sanaullah, A. Peters, Q. A. Ahmed, J. Baudisch, and T. Jungeblut,
    “DNA: detecting early signs of neurodegenerative diseases through activity and
    sleep analysis,” <i>Frontiers in Neuroscience</i>, vol. 19, 2025.'
  mla: 'Attaullah, Hasina, et al. “DNA: Detecting Early Signs of Neurodegenerative
    Diseases through Activity and Sleep Analysis.” <i>Frontiers in Neuroscience</i>,
    vol. 19, Frontiers Media SA, 2025, doi:<a href="https://doi.org/10.3389/fnins.2025.1617758">10.3389/fnins.2025.1617758</a>.'
  short: H. Attaullah, S. Sanaullah, A. Peters, Q.A. Ahmed, J. Baudisch, T. Jungeblut,
    Frontiers in Neuroscience 19 (2025).
date_created: 2025-08-20T10:50:06Z
date_updated: 2026-03-17T15:29:26Z
department:
- _id: '103'
doi: 10.3389/fnins.2025.1617758
intvolume: '        19'
language:
- iso: eng
project:
- _id: beb248c8-cd75-11ed-b77c-e432b4711f7b
  name: Institut für Systemdynamik und Mechatronik
publication: Frontiers in Neuroscience
publication_identifier:
  eissn:
  - 1662-453X
publication_status: published
publisher: Frontiers Media SA
research_group:
- _id: f025f82c-c221-11ec-90a2-d82e18d06cb8
  name: CareTech OWL - Zentrum für Gesundheit, Soziales und Technologie
status: public
title: 'DNA: detecting early signs of neurodegenerative diseases through activity
  and sleep analysis'
type: journal_article
user_id: '254998'
volume: 19
year: '2025'
...