Research output per year
Research output per year
Personal profile
Research interests
My research interests lie in data science, machine learning, artificial intelligence and their applications to signal processing, particularly healthcare, remote sensing and music information retrieval.
Research Groups and Themes
- Intelligent Systems Laboratory
Fingerprint
Dive into the research topics where Raul Santos-Rodriguez is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Research output
-
Capturing Requirements for a Data Annotation Tool for Intensive Care: Experimental User-Centered Design Study
Wac, M., Santos-Rodriguez, R., McWilliams, C. & Bourdeaux, C., 5 Feb 2025, In: JMIR Human Factors. 12, 12 p., e56880.Research output: Contribution to journal › Article (Academic Journal) › peer-review
Open Access -
Evaluation of a Data Annotation Platform for Large, Time-Series Datasets in Intensive Care: Mixed Methods Study
Wac, M., Santos-Rodriguez, R., McWilliams, C. & Bourdeaux, C., 22 Oct 2024, arXiv.org, 26 p.Research output: Working paper › Preprint
File1 Downloads (Pure) -
Explainable AI for Classifying UTI Risk Groups Using a Real-World Linked EHR and Pathology Lab Dataset
Dai, Y., Sullivan, B., Montout, A., Dillon, A., Waller, C., Acs, P., Denholm, R., Williams, P., Hay, A. D., Santos-Rodriguez, R. & Dowsey, A., 26 Nov 2024, arXiv.org.Research output: Working paper › Preprint
-
Transforming the Objective Real-world measUrement of Symptoms (TORUS)
Craddock, I. J. (Principal Investigator), O'Kane, A. A. (Co-Investigator), Whone, A. L. (Co-Investigator), Masullo, A. (Co-Investigator), Morgan, C. A. M. (Co-Investigator), Oikonomou, G. (Co-Investigator), Mirmehdi, M. (Co-Investigator), Santos-Rodriguez, R. (Co-Investigator), McConville, R. (Co-Investigator) & Dong, S. (Researcher)
1/10/23 → 30/09/28
Project: Research, Parent
-
Self-Learning Digital Twins for Sustainable Land Management
Santos-Rodriguez, R. (Principal Investigator)
1/05/23 → 31/03/25
Project: Research
-
8032 EPSRC Turing AI Fellowship: Interactive Annotations in AI EP/V024817/1
Santos-Rodriguez, R. (Principal Investigator)
1/01/21 → 31/12/25
Project: Research, Parent
Datasets
-
SPHERE house scripted dataset: A multi-sensor dataset with annotated activities of daily living recorded in a residential setting v2.0
Tonkin, E. (Creator), Holmes, M. (Creator), Song, H. (Creator), Twomey, N. (Creator), Diethe, T. (Creator), Kull, M. (Creator), Nieto, M. P. (Creator), Camplani, M. (Creator), Hannuna, S. (Creator), Fafoutis, X. (Creator), Zhu, N. (Creator), Woznowski, P. R. (Creator), Tourte, G. (Creator), Santos-Rodriguez, R. (Creator), Flach, P. (Creator) & Craddock, I. (Creator), University of Bristol, 3 Nov 2022
DOI: 10.5523/bris.2h0wyctxrd69j2oqccsi45hy1p, http://data.bris.ac.uk/data/dataset/2h0wyctxrd69j2oqccsi45hy1p
Dataset
Prizes
-
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
Activities
- 1 Participation in workshop, seminar, course
-
What and How of Machine Learning Transparency
Sokol, K. (Organiser), Hepburn , A. (Organiser), Santos-Rodriguez, R. (Organiser) & Flach, P. A. (Organiser)
18 Sept 2020Activity: Participating in or organising an event types › Participation in workshop, seminar, course