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Open Access
Peer-reviewed
Research Article
Health management and pattern analysis of daily living activities of people with dementia using in-home sensors and machine learning techniques
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Shirin Enshaeifar ,
Contributed equally to this work with: Shirin Enshaeifar, Ahmed Zoha
Roles Conceptualization, Formal analysis, Methodology, Software, Validation, Writing – original draft
Affiliation Department of Electrical and Electronic Engineering, University of Surrey, Surrey, United Kingdom
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Ahmed Zoha ,
Contributed equally to this work with: Shirin Enshaeifar, Ahmed Zoha
Roles Conceptualization, Formal analysis, Methodology, Software, Validation, Writing – original draft
Affiliation Department of Electrical and Electronic Engineering, University of Surrey, Surrey, United Kingdom
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Andreas Markides ,
Roles Conceptualization, Software, Visualization
¶‡ These authors also contributed equally to this work.
Affiliation Department of Electrical and Electronic Engineering, University of Surrey, Surrey, United Kingdom
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Severin Skillman ,
Roles Software, Visualization, Writing – review & editing
¶‡ These authors also contributed equally to this work.
Affiliation Department of Electrical and Electronic Engineering, University of Surrey, Surrey, United Kingdom
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Sahr Thomas Acton ,
Roles Data curation, Software
¶‡ These authors also contributed equally to this work.
Affiliation Department of Electrical and Electronic Engineering, University of Surrey, Surrey, United Kingdom
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Tarek Elsaleh ,
Roles Data curation, Software
¶‡ These authors also contributed equally to this work.
Affiliation Department of Electrical and Electronic Engineering, University of Surrey, Surrey, United Kingdom
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Masoud Hassanpour ,
Roles Conceptualization
¶‡ These authors also contributed equally to this work.
Affiliation Department of Electrical and Electronic Engineering, University of Surrey, Surrey, United Kingdom
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Alireza Ahrabian ,
Roles Conceptualization
¶‡ These authors also contributed equally to this work.
Affiliation Department of Electrical and Electronic Engineering, University of Surrey, Surrey, United Kingdom
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Mark Kenny ,
Roles Formal analysis, Validation
¶‡ These authors also contributed equally to this work.
Affiliation Surrey and Borders Partnership NHS Foundation Trust, Leatherhead, Surrey, United Kingdom
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Stuart Klein ,
Roles Formal analysis, Validation
¶‡ These authors also contributed equally to this work.
Affiliation Surrey and Borders Partnership NHS Foundation Trust, Leatherhead, Surrey, United Kingdom
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Helen Rostill ,
Roles Investigation, Project administration, Writing – review & editing
¶‡ These authors also contributed equally to this work.
Affiliation Surrey and Borders Partnership NHS Foundation Trust, Leatherhead, Surrey, United Kingdom
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Ramin Nilforooshan ,
Roles Conceptualization, Formal analysis, Validation, Writing – review & editing
¶‡ These authors also contributed equally to this work.
Affiliation Surrey and Borders Partnership NHS Foundation Trust, Leatherhead, Surrey, United Kingdom
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Payam Barnaghi
Roles Conceptualization, Formal analysis, Investigation, Project administration, Supervision, Writing – review & editing
* E-mail: p.barnaghi@surrey.ac.uk
¶‡ These authors also contributed equally to this work.
Affiliation Department of Electrical and Electronic Engineering, University of Surrey, Surrey, United Kingdom
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Health management and pattern analysis of daily living activities of people with dementia using in-home sensors and machine learning techniques
- Shirin Enshaeifar,
- Ahmed Zoha,
- Andreas Markides,
- Severin Skillman,
- Sahr Thomas Acton,
- Tarek Elsaleh,
- Masoud Hassanpour,
- Alireza Ahrabian,
- Mark Kenny,
- Stuart Klein
- Published: May 3, 2018
- https://doi.org/10.1371/journal.pone.0195605