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Page 1
Deep learning for bioimage analysis in developmental biology.
Hallou A, Yevick HG, Dumitrascu B, Uhlmann V. Hallou A, et al. Among authors: dumitrascu b. Development. 2021 Sep 15;148(18):dev199616. doi: 10.1242/dev.199616. Epub 2021 Sep 7. Development. 2021. PMID: 34490888 Free PMC article. Review.
MarkerMap: nonlinear marker selection for single-cell studies.
Gregory W, Sarwar N, Kevrekidis G, Villar S, Dumitrascu B. Gregory W, et al. Among authors: dumitrascu b. NPJ Syst Biol Appl. 2024 Feb 14;10(1):17. doi: 10.1038/s41540-024-00339-3. NPJ Syst Biol Appl. 2024. PMID: 38351188 Free PMC article.
Hypergraph factorization for multi-tissue gene expression imputation.
Viñas R, Joshi CK, Georgiev D, Lin P, Dumitrascu B, Gamazon ER, Liò P. Viñas R, et al. Among authors: dumitrascu b. Nat Mach Intell. 2023 Jul;5(7):739-753. doi: 10.1038/s42256-023-00684-8. Epub 2023 Jul 17. Nat Mach Intell. 2023. PMID: 37771758 Free PMC article.
In silico tissue generation and power analysis for spatial omics.
Baker EAG, Schapiro D, Dumitrascu B, Vickovic S, Regev A. Baker EAG, et al. Among authors: dumitrascu b. Nat Methods. 2023 Mar;20(3):424-431. doi: 10.1038/s41592-023-01766-6. Epub 2023 Mar 2. Nat Methods. 2023. PMID: 36864197 Free PMC article.