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From explanation to intervention: Interactive knowledge extraction from Convolutional Neural Networks used in radiology.
PLoS One. 2024 Apr 10;19(4):e0293967. doi: 10.1371/journal.pone.0293967. eCollection 2024.
PLoS One. 2024.
PMID: 38598468
Free PMC article.
Machine learning models in trusted research environments - understanding operational risks.
Ritchie F, Tilbrook A, Cole C, Jefferson E, Krueger S, Mansouri-Benssassi E, Rogers S, Smith J.
Ritchie F, et al. Among authors: mansouri benssassi e.
Int J Popul Data Sci. 2023 Dec 14;8(1):2165. doi: 10.23889/ijpds.v8i1.2165. eCollection 2023.
Int J Popul Data Sci. 2023.
PMID: 38414545
Free PMC article.
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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, Scobbie D, Baillie I, Brooks A, Prodan B, Kerr W, Sloan-Murphy D, Herrera JFR, van Beek EJR, Reel PS, Reel S, Mansouri-Benssassi E, Mudie R, Steele D, Doney A, Trucco E, Morris C, Wallace R, Morris A, Parsons M, Jefferson E.
Baxter R, et al. Among authors: mansouri benssassi e.
Radiol Artif Intell. 2024 Jan;6(1):e220266. doi: 10.1148/ryai.220266.
Radiol Artif Intell. 2024.
PMID: 38166330
Free PMC article.
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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.
Mansouri-Benssassi E, et al.
Heliyon. 2023 Apr 3;9(4):e15143. doi: 10.1016/j.heliyon.2023.e15143. eCollection 2023 Apr.
Heliyon. 2023.
PMID: 37123891
Free PMC article.
Review.
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Next-Generation Capabilities in Trusted Research Environments: Interview Study.
Kavianpour S, Sutherland J, Mansouri-Benssassi E, Coull N, Jefferson E.
Kavianpour S, et al. Among authors: mansouri benssassi e.
J Med Internet Res. 2022 Sep 20;24(9):e33720. doi: 10.2196/33720.
J Med Internet Res. 2022.
PMID: 36125859
Free PMC article.
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