Health and social care
Body of Knowledge guidance
You can access entries in the Body of Knowledge related to the safety assurance of autonomous health care systems below, along with useful guidance suitable for all domains. The guidance in the Body of Knowledge is often generalised, enabling you to learn from research undertaken in other domains. You can also access all Body of Knowledge Guidance.
- 1.1 Identifying hazards
- 1.2.1 Considering human/machine interactions
- 1.2 Identifying hazardous system behaviour
- 1.3.1 Validation of safety requirements
- 2.6 Handling change during operation
Demonstrators
A number of AAIP-funded industry projects are in the health and social care domain. These are shown below. We have funded projects in a number of other domains and you can also view all of the AAIP-funded demonstrator projects.
AI in ambulance response
Assistive robots in healthcare
Human factors in AI
Machine learning in healthcare
Medication management
Safe robots for assisted living
Safety of the AI clinician
Social credibility
Latest research papers
Here are the most recent papers based on research in the health and social care domain from the York team and our demonstrators and Fellows. You can also view all of our research papers.
- Rees, N., Holding, K., and Sujan, M. "Information governance as a socio-technical process in the development of trustworthy healthcare AI". Preprint available on Arxiv.
- Laher, S., Brackstone, C., Reis, S., Nguyen, A., White, S., and Habli, I. "Review of the AMLAS methodology for application in healthcare". The paper is on Arxiv. September 2022.
- Sujan, M., White, S., Habli, I., and Reynolds, N. "Stakeholder perceptions of the safety and assurance of artificial intelligence in healthcare" in Safety Science, November 2022
- Festor, P., Jia, Y., Gordon, A.C., Faisal, A.A., Habli, I., and Komorowski, M. "Assuring the safety of AI-based clinical decision support systems: a case study of the AI Clinician for sepsis treatment" in BMJ Health and Care Informatics (July 2022)
- Sujan, M., Pool, R., and Salmon, P. "Eight human factors and ergonomics principles for healthcare artificial intelligence" in BMJ Health & Care Informatics (January 2022)
On the blog
Other resources
Our other research domains
Learn what research is taking place in other domains that might be transferable to your work.