InnovateUK ML4D: Machine Learning for Enhanced Diabetes Self-Care

O'Kane, Aisling A (Principal Investigator)
Marshall, Paul (Co-Investigator)
Santos-Rodriguez, Raul (Co-Investigator)
Flach, Peter A (Co-Investigator)

Description

Innovate UK: Digital health technology catalyst round 2, collaboration between Quin Technologies Ltd and University of Bristol

Acronym	ML4D
Status	Finished
Effective start/end date	1/11/18 → 30/04/20

Research Groups and Themes

Bristol Interaction Group

2 Conference Contribution (Conference Proceeding)
1 Conference Paper
1 Article (Academic Journal)

Co-Designing Personal Health? Multidisciplinary Benefits and Challenges in Informing Diabetes Self-Care Technologies
Ayobi, A., Stawarz, K., Katz, D., Marshall, P., Yamagata, T., Santos-Rodriguez, R., Flach, P. A. & O'Kane, A. A., 18 Oct 2021, Proceedings of the ACM on Human-Computer Interaction. CSCW2 ed. Association for Computing Machinery (ACM), Vol. 5. p. 1-26 24 p. 475. (Proceedings of the ACM on Human-Computer Interaction).
Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

Open Access
File
13 Citations (Scopus)

236 Downloads (Pure)
Machine Learning Explanations as Boundary Objects: How AI Researchers Explain and Non-Experts Perceive Machine Learning
Ayobi, A., Stawarz, K., Katz, D., Marshall, P., Yamagata, T., Santos-Rodriguez, R. & Flach, P. A., 17 Apr 2021, Joint Proceedings of the ACM IUI 2021 Workshops. CEUR Workshop Proceedings, Vol. 2903. (CEUR workshop proceedings)(Central EURope workshop proceedings).
Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

Open Access
File
4 Citations (Scopus)

144 Downloads (Pure)
Model-Based Reinforcement Learning for Type 1Diabetes Blood Glucose Control
Yamagata, T., O'Kane, A., Ayobi, A., Katz, D., Stawarz, K., Marshall, P., Flach, P. & Santos-Rodríguez, R., 13 Oct 2020, (Unpublished) In: arXiv. 15 p.
Research output: Contribution to journal › Article (Academic Journal)

File
58 Downloads (Pure)

1 Finished

COTADS: 8030 EPSRC via Southampton TAS_PP_00034 - COdesigning Trustworthy Autonomous Diabetes Systems
O'Kane, A. A. (Principal Investigator), Marshall, P. (Principal Investigator) & Ayobi, A. (Co-Principal Investigator)
1/05/21 → 30/06/22
Project: Research

Collaborate to Innovate 2020, Healthcare & Medical Winner
O'Kane, A. A. (Recipient), Marshall, P. (Recipient), Ayobi, A. (Recipient), Stawarz, K. (Recipient), Flach, P. A. (Recipient), Santos-Rodriguez, R. (Recipient) & Yamagata, T. (Recipient), 4 Feb 2021
Prize: Prizes, Medals, Awards and Grants
CSCW 2021 Honorary Mention
Ayobi, A. (Recipient), Stawarz, K. (Recipient), Katz, D. (Recipient), Marshall, P. (Recipient), Yamagata, T. (Recipient), Santos-Rodriguez, R. (Recipient), Flach, P. A. (Recipient) & O'Kane, A. A. (Recipient), 14 Oct 2021
Prize: Prizes, Medals, Awards and Grants

File