Personal profile
Education/Academic qualification
Doctor of Philosophy, A Novel Inpainting Framework for Virtual View Synthesis
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):
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SDG 3 Good Health and Well-being -
SDG 7 Affordable and Clean Energy -
SDG 16 Peace, Justice and Strong Institutions
Fingerprint
- 1 Similar Profiles
Collaborations and top research areas from the last five years
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Predicting future dementia from routine clinical MRI and linked healthcare data
Reel, P. S. (Lead / Corresponding author), Al-Wasity, S., Edwards, C., Reel, S., Mansouri-Benssassi, E., Suveges, S., Mookiah, M. R. K., Krueger, S., Trucco, M., Jefferson, E., Doney, A. & Steele, D., 8 May 2026, (Accepted/In press) In: Alzheimer's Research and Therapy.Research output: Contribution to journal › Article › peer-review
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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 AccessFile68 Downloads (Pure) -
Dementia Cohort Identification and SVM Classifier Pipeline for article ‘Machine learning-based prediction of future dementia using routine clinical MRI brain scans and healthcare data’
Reel, P. S. (Creator), Al-Wasity, S. (Creator), Edwards, C. (Creator), Reel, S. (Creator), Mansouri-Benssassi, E. (Creator), Suveges, S. (Creator), Mookiah, M. R. K. (Creator), Krueger, S. (Creator), Trucco, M. (Creator), Jefferson, E. (Creator), Doney, A. (Creator) & Steele, D. (Creator), 29 Oct 2025Research output: Non-textual form › Software
Open Access -
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 AccessFile6 Link opens in a new tab Citations (Scopus)58 Downloads (Pure) -
Machine learning-based prediction of future dementia using routine clinical MRI brain scans and healthcare data
Reel, P. S. (Lead / Corresponding author), Al-Wasity, S., Edwards, C., Reel, S., Mansouri-Benssassi, E., Suveges, S., Mookiah, M. R. K., Krueger, S., Trucco, E., Jefferson, E., Doney, A. & Steele, J. D., 14 Nov 2025, medRxiv, 33 p.Research output: Working paper/Preprint › Preprint
File8 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