Publications using Milbotix technology

Scientific research lies at the heart of SmartSocks®. The socks have been developed with substantial input from the research community. We support research in areas of strategic interest, so please let us know how you’re using the product. We love hearing about novel research applications!

Illustration of feet wearing coloured socks

Our technology is being validated in research studies and trials across the UK


Acceptability and feasibility of a sensor-instrumented ‘SmartSocks’ wearable prototype to detect agitation in people with dementia

2025 | International Psychogeriatric Association (IPA) Journal

  • Adults
  • Dementia

Acceptability and Feasibility of a Sensor – Instrumented ‘ SmartSocks ’ Wearable Prototype to Detect Agitation in People with Dementia.

2025 | Preprint

  • Adults
  • Dementia

Co-designing with care: SmartSocks® acceptability and usability through the eyes of users

2025 | UK Dementia Congress

  • Adults
  • Dementia

Acceptability and feasibility of sensor-instrumented SmartSocks™ for research into agitation and distress in dementia

2024 |

  • Adults
  • Dementia
  • Pilot

Design and development of an e-textile sock for the monitoring of distress in people with dementia

2024 | E-Textiles Conference 2024

  • Adults
  • Dementia
  • Other research type

Protocol for an acceptability and feasibility study of sensor-instrumented SmartSocks® for use by people with dementia

2024 | Alzheimer's & Dementia Volume 20: Dementia Care Research and Psychosocial Factors

  • Adults
  • Dementia
  • Pilot

SmartSocks: a new data collection paradigm for dementia and other neurological disorders

2024 | Alzheimer's & Dementia Volume 20: Developing Topics

  • Adults
  • Dementia
  • Pilot

Smart sock fusion: multimodal fall classification in adults

2024 | IEEE RAS EMBS 10th International Conference on Biomedical Robotics and Biomechatronics (BioRob 2024)

  • Adults
  • Falls
  • Pilot

Sock it to challenging behaviour – development of SmartSocks technology for early detection of distress in people with neurological disorders: A survey study

2023 | ICRES 2023 Proceedings

  • Adults
  • Autism
  • Dementia
  • Learning disability
  • Survey

Application of Wearable Technology, Machine Learning and Robotics for Recognising and Responding to Distress in Dementia

2021 | PhD Thesis

  • Adults
  • Dementia

Collaborate with us

We love hearing about novel research applications of SmartSocks®. We support research in areas of strategic interest, so please let us know how you’re using the product

Our research partners

Cranfield University, Imperial College London, Brunel University, University of Exeter, University of the West of England, UK Dementia Research Institute