About the Authors

Shirin Enshaeifar

Roles Conceptualization, Formal analysis, Methodology, Validation, Visualization, Writing – original draft, Writing – review & editing

Affiliation Department of Electrical and Electronic Engineering, Centre for Vision, Speech and Signal Processing (CVSSP), University of Surrey, Surrey, United Kingdom

Ahmed Zoha

Contributed equally to this work with: Ahmed Zoha, Payam Barnaghi

Roles Conceptualization, Methodology, Visualization, Writing – original draft

Affiliation Department of Electrical and Electronic Engineering, Centre for Vision, Speech and Signal Processing (CVSSP), University of Surrey, Surrey, United Kingdom

Severin Skillman

Roles Data curation, Software, Validation, Writing – review & editing

‡ These authors also contributed equally to this work.

Affiliation Department of Electrical and Electronic Engineering, Centre for Vision, Speech and Signal Processing (CVSSP), University of Surrey, Surrey, United Kingdom

Andreas Markides

Roles Data curation, Software, Writing – review & editing

‡ These authors also contributed equally to this work.

Affiliation Department of Electrical and Electronic Engineering, Centre for Vision, Speech and Signal Processing (CVSSP), University of Surrey, Surrey, United Kingdom

Sahr Thomas Acton

Roles Data curation, Software

‡ These authors also contributed equally to this work.

Affiliation Department of Electrical and Electronic Engineering, Centre for Vision, Speech and Signal Processing (CVSSP), University of Surrey, Surrey, United Kingdom

Tarek Elsaleh

Roles Data curation, Software

‡ These authors also contributed equally to this work.

Affiliation Department of Electrical and Electronic Engineering, Centre for Vision, Speech and Signal Processing (CVSSP), University of Surrey, Surrey, United Kingdom

Mark Kenny

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

Helen Rostill

Roles Funding acquisition, 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

Ramin Nilforooshan

Roles Conceptualization, Formal analysis, Funding acquisition, Project administration, Validation, Writing – review & editing

‡ These authors also contributed equally to this work.

Affiliation Surrey and Borders Partnership NHS Foundation Trust, Leatherhead, Surrey, United Kingdom

Payam Barnaghi

Contributed equally to this work with: Ahmed Zoha, Payam Barnaghi

Roles Conceptualization, Formal analysis, Funding acquisition, Project administration, Validation, Writing – review & editing

p.barnaghi@surrey.ac.uk

Affiliation Department of Electrical and Electronic Engineering, Centre for Vision, Speech and Signal Processing (CVSSP), University of Surrey, Surrey, United Kingdom

Competing Interests

This project is supported by a grant from the Department of Health in the UK and NHS England and led by Surrey and Borders Partnership NHS Foundation Trust. This project is also monitored by Innovate UK and IoT UK. Partners involved in the project include: Surrey and Borders Partnership, Alzheimers Society, University of Surrey, Royal Holloway University of London, Kent Surrey Sussex Academic Health Science Network, six local clinical commissioning groups and the following technology innovators: Intelesant, Safe Patient System, Sense.ly, Vision 360/Arqiva, Yecco, Docobo, and Halliday James. The industry partners are also partially funded by the Department of Health for their contribution in this project. There are no patents, products in development or marketed products to declare regarding the work reported in this paper. This does not alter our adherence to PLOS ONE policies on sharing data and materials.