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Dive into the research topics where Calum Robert MacLellan is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Projects
- 1 Finished
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EPSRC Centre for Doctoral Training in Future Power Networks and Smart Grids | MacLellan, Calum Robert
Dong, F. (Principal Investigator), McConnell, G. (Co-investigator) & MacLellan, C. R. (Research Co-investigator)
EPSRC (Engineering and Physical Sciences Research Council)
1/10/18 → 1/04/23
Project: Research Studentship - Internally Allocated
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Emulating real-world GLP-1 efficacy in type 2 diabetes through causal learning and virtual patients
MacLellan, C. R., Petkov, H., McKeag, C., Dong, F., Lowe, D. J., Maguire, R., Moschoyiannis, S., Armes, J., Skene, S., Finlinson, A., Sainsbury, C. & Tsaneva-Atanasova, K. (Editor), 21 Jul 2025, In: PLOS Digital Health. 4, 7, 16 p., e0000927.Research output: Contribution to journal › Article › peer-review
Open AccessFile4 Downloads (Pure) -
DAGAF: a directed acyclic generative adversarial framework for joint structure learning and tabular data synthesis
Petkov, H., MacLellan, C. & Dong, F., 1 May 2025, In: Applied Intelligence. 55, 7, 27 p., 602.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (Scopus)14 Downloads (Pure)
Activities
- 2 Oral presentation
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AI-Powered Clinical Trials: Emulating Real-World GLP-1 Efficacy with Synthetic Patient Populations using Causal Effect Learning
MacLellan, C. R. (Speaker), Dong, F. (Contributor) & Petkov, H. (Contributor)
7 Nov 2023Activity: Talk or Presentation › Oral presentation
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Assessing the needs of clinicians working in adult critical care in Scotland for a sepsis fluid management Artificial Intelligence tool.
Preston, K. (Speaker), Dunlop, E. (Contributor), Ferguson, A. M. D. (Contributor), MacLellan, C. R. (Contributor), Dong, F. (Contributor) & Bennie, M. (Contributor)
29 Jun 2023Activity: Talk or Presentation › Oral presentation