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Application of transfer learning to predict drug-induced human in vivo gene expression changes using rat in vitro and in vivo data.
O'Donovan SD, Cavill R, Wimmenauer F, Lukas A, Stumm T, Smirnov E, Lenz M, Ertaylan G, Jennen DGJ, van Riel NAW, Driessens K, Peeters RLM, de Kok TMCM. O'Donovan SD, et al. Among authors: driessens k. PLoS One. 2023 Nov 30;18(11):e0292030. doi: 10.1371/journal.pone.0292030. eCollection 2023. PLoS One. 2023. PMID: 38032940 Free PMC article.
Development of a toolkit to improve interprofessional collaboration and integration in primary care using qualitative interviews and co-design workshops.
Sirimsi MM, De Loof H, Van den Broeck K, De Vliegher K, Van Royen P, Pype P, Driessens K, Verté E, Remmen R, Van Bogaert P. Sirimsi MM, et al. Among authors: driessens k. Front Public Health. 2023 Apr 17;11:1140987. doi: 10.3389/fpubh.2023.1140987. eCollection 2023. Front Public Health. 2023. PMID: 37139368 Free PMC article.
Use of deep learning methods to translate drug-induced gene expression changes from rat to human primary hepatocytes.
O'Donovan SD, Driessens K, Lopatta D, Wimmenauer F, Lukas A, Neeven J, Stumm T, Smirnov E, Lenz M, Ertaylan G, Jennen DGJ, van Riel NAW, Cavill R, Peeters RLM, de Kok TMCM. O'Donovan SD, et al. Among authors: driessens k. PLoS One. 2020 Aug 11;15(8):e0236392. doi: 10.1371/journal.pone.0236392. eCollection 2020. PLoS One. 2020. PMID: 32780735 Free PMC article.