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Machine learning for classification of hypertension subtypes using multi-omics: A multi-centre, retrospective, data-driven study.
Reel PS, Reel S, van Kralingen JC, Langton K, Lang K, Erlic Z, Larsen CK, Amar L, Pamporaki C, Mulatero P, Blanchard A, Kabat M, Robertson S, MacKenzie SM, Taylor AE, Peitzsch M, Ceccato F, Scaroni C, Reincke M, Kroiss M, Dennedy MC, Pecori A, Monticone S, Deinum J, Rossi GP, Lenzini L, McClure JD, Nind T, Riddell A, Stell A, Cole C, Sudano I, Prehn C, Adamski J, Gimenez-Roqueplo AP, Assié G, Arlt W, Beuschlein F, Eisenhofer G, Davies E, Zennaro MC, Jefferson E. Reel PS, et al. Among authors: nind t. EBioMedicine. 2022 Oct;84:104276. doi: 10.1016/j.ebiom.2022.104276. Epub 2022 Sep 27. EBioMedicine. 2022. PMID: 36179553 Free PMC article.
Mapping Local Codes to Read Codes.
Bonney W, Galloway J, Hall C, Ghattas M, Tramma L, Nind T, Donnelly L, Jefferson E, Doney A. Bonney W, et al. Among authors: nind t. Stud Health Technol Inform. 2017;234:29-36. Stud Health Technol Inform. 2017. PMID: 28186011
Knowledge Driven Phenotyping.
Wu H, Wang M, Zeng Q, Chen W, Nind T, Jefferson E, Bennie M, Black C, Pan JZ, Sudlow C, Robertson D. Wu H, et al. Among authors: nind t. Stud Health Technol Inform. 2020 Jun 16;270:1327-1328. doi: 10.3233/SHTI200425. Stud Health Technol Inform. 2020. PMID: 32570642 Free article.
An extensible big data software architecture managing a research resource of real-world clinical radiology data linked to other health data from the whole Scottish population.
Nind T, Sutherland J, McAllister G, Hardy D, Hume A, MacLeod R, Caldwell J, Krueger S, Tramma L, Teviotdale R, Abdelatif M, Gillen K, Ward J, Scobbie D, Baillie I, Brooks A, Prodan B, Kerr W, Sloan-Murphy D, Herrera JFR, McManus D, Morris C, Sinclair C, Baxter R, Parsons M, Morris A, Jefferson E. Nind T, et al. Gigascience. 2020 Sep 29;9(10):giaa095. doi: 10.1093/gigascience/giaa095. Gigascience. 2020. PMID: 32990744 Free PMC article.
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: nind t. Radiol Artif Intell. 2024 Jan;6(1):e220266. doi: 10.1148/ryai.220266. Radiol Artif Intell. 2024. PMID: 38166330 Free PMC article.