Research output per year
Research output per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Doctor of Philosophy, A Novel Inpainting Framework for Virtual View Synthesis
Fingerprint
Dive into the research topics where Smarti Reel is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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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
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An end-to-end workflow for routine clinical MRI brain scans and linked prospective electronic medical records to predict future dementia using a Support Vector Machine (SVM) based Machine Learning Approach: A Feasibility Study
Reel, P. S., Al-Wasity, S., Edwards, C., Reel, S., Mansouri-Benssassi, E., Suveges, S., Krueger, S., Jefferson, E., Doney, A. & Steele, D., 25 Feb 2025.Research output: Contribution to conference › Poster › peer-review
Open AccessFile24 Downloads (Pure) -
Identification of hypertension subtypes using microRNA profiles and machine learning
Reel, S., Reel, P. S., Van Kralingen, J., Larsen, C. K., Robertson, S., MacKenzie, S. M., Riddell, A., McClure, J. D., Lamprou, S., Connell, J. M. C., Amar, L., Pecori, A., Tetti, M., Pamporaki, C., Kabat, M., Ceccato, F., Kroiss, M., Dennedy, M. C., Stell, A. & Deinum, J. & 11 others, , Mar 2025, In: European Journal of Endocrinology. 192, 4, p. 418-428 11 p., lvaf052.Research output: Contribution to journal › Article › peer-review
Open AccessFile4 Downloads (Pure) -
The Scottish Medical Imaging Archive: 57.3 million Radiology Studies Linked to their Medical Records
Baxter, R., Nind, T., Sutherland, J., McAllister, G., Hardy, D., Hume, A., MacLeod, R., Caldwell, J., Krueger, S., Tramma, L., Teviotdale, R., Gillen, K., Scobie, D., Bailie, I., Brooks, A., Prodan, B., Kerr, W., Sloan-Murphy, D., Herrera, J. F. R. & van Beek, E. J. R. & 12 others, , Jan 2024, In: Radiology: Artificial Intelligence. 6, 1, 6 p., e220266.Research output: Contribution to journal › Article › peer-review
Open AccessFile9 Citations (Scopus)163 Downloads (Pure) -
Classifying hypertension subtypes using multi-omics: A multi-centre machine learning based retrospective study
Reel, P. S., Reel, S., Cole, C., Zennaro, M. C. & Jefferson, E., 31 Oct 2023. 1 p.Research output: Contribution to conference › Poster › peer-review
Open Access -
Disclosure control of machine learning models from trusted research environments (TRE): New challenges and opportunities
Mansouri-Benssassi, E., Rogers, S., Reel, S., Malone, M., Smith, J., Ritchie, F. & Jefferson, E. (Lead / Corresponding author), Apr 2023, In: Heliyon. 9, 4, 11 p., e15143.Research output: Contribution to journal › Review article › peer-review
Open AccessFile3 Citations (Scopus)123 Downloads (Pure)
Prizes
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ENSAT Scientific Award
Reel, P. (Recipient) & Reel, S. (Recipient), 2023
Prize: Prize (including medals and awards)
Activities
- 1 Public engagement and outreach - media article or participation
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GRAIMATTER Public Summary: Recommendations for disclosure control of trained Machine Learning (ML) models from Trusted Research Environments (TREs)
Jefferson, E. (Member), Ritchie, F. (Member), Beggs, J. (Member), Chuter, A. (Member), Reel, S. (Member), Crespi Boixader, A. (Member), Tava, F. (Member), Mansouri-Benssassi, E. (Member), Malone, M. (Member), Cole, C. (Member), Daly, A. (Member), Rogers, S. (Member) & Smith, J. (Member)
21 Sept 2022Activity: Other activity types › Public engagement and outreach - media article or participation
Press/Media
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Researchers develop new system to classify endocrine hypertension
Reel, P., Reel, S. & Jefferson, E.
12/10/22
1 item of Media coverage
Press/Media: Research