Džeroski S - Search Results

1

Predictive model for the quantitative analysis of human skin using photothermal radiometry and diffuse reflectance spectroscopy.

Verdel N, Tanevski J, Džeroski S, Majaron B. Verdel N, et al. Among authors: dzeroski s. Biomed Opt Express. 2020 Feb 28;11(3):1679-1696. doi: 10.1364/BOE.384982. eCollection 2020 Mar 1. Biomed Opt Express. 2020. PMID: 32206435 Free PMC article.

2

Domain-specific model selection for structural identification of the Rab5-Rab7 dynamics in endocytosis.

Tanevski J, Todorovski L, Kalaidzidis Y, Džeroski S. Tanevski J, et al. Among authors: dzeroski s. BMC Syst Biol. 2015 Jun 26;9:31. doi: 10.1186/s12918-015-0175-x. BMC Syst Biol. 2015. PMID: 26112042 Free PMC article.

3

Learning stochastic process-based models of dynamical systems from knowledge and data.

Tanevski J, Todorovski L, Džeroski S. Tanevski J, et al. Among authors: dzeroski s. BMC Syst Biol. 2016 Mar 22;10:30. doi: 10.1186/s12918-016-0273-4. BMC Syst Biol. 2016. PMID: 27005698 Free PMC article.

4

Process-based design of dynamical biological systems.

Tanevski J, Todorovski L, Džeroski S. Tanevski J, et al. Among authors: dzeroski s. Sci Rep. 2016 Sep 30;6:34107. doi: 10.1038/srep34107. Sci Rep. 2016. PMID: 27686219 Free PMC article.

5

Survival analysis with semi-supervised predictive clustering trees.

Roy B, Stepišnik T; Pooled Resource Open-Access ALS Clinical Trials Consortium; Vens C, Džeroski S. Roy B, et al. Among authors: dzeroski s. Comput Biol Med. 2022 Feb;141:105001. doi: 10.1016/j.compbiomed.2021.105001. Epub 2021 Nov 3. Comput Biol Med. 2022. PMID: 34782112

6

Modeling Dynamic Systems with Efficient Ensembles of Process-Based Models.

Simidjievski N, Todorovski L, Džeroski S. Simidjievski N, et al. Among authors: dzeroski s. PLoS One. 2016 Apr 14;11(4):e0153507. doi: 10.1371/journal.pone.0153507. eCollection 2016. PLoS One. 2016. PMID: 27078633 Free PMC article.

7

Biomarker discovery by feature ranking: Evaluation on a case study of embryonal tumors.

Petković M, Slavkov I, Kocev D, Džeroski S. Petković M, et al. Among authors: dzeroski s. Comput Biol Med. 2021 Jan;128:104143. doi: 10.1016/j.compbiomed.2020.104143. Epub 2020 Nov 28. Comput Biol Med. 2021. PMID: 33307385

8

Multi-task learning for the simultaneous reconstruction of the human and mouse gene regulatory networks.

Mignone P, Pio G, Džeroski S, Ceci M. Mignone P, et al. Among authors: dzeroski s. Sci Rep. 2020 Dec 18;10(1):22295. doi: 10.1038/s41598-020-78033-7. Sci Rep. 2020. PMID: 33339842 Free PMC article.

9

Machine learning for identification of silylated derivatives from mass spectra.

Ljoncheva M, Stepišnik T, Kosjek T, Džeroski S. Ljoncheva M, et al. Among authors: dzeroski s. J Cheminform. 2022 Sep 15;14(1):62. doi: 10.1186/s13321-022-00636-1. J Cheminform. 2022. PMID: 36109826 Free PMC article.

10

GC-EI-MS datasets of trimethylsilyl (TMS) and tert-butyl dimethyl silyl (TBDMS) derivatives for development of machine learning-based compound identification approaches.

Ljoncheva M, Stevanoska S, Kosjek T, Džeroski S. Ljoncheva M, et al. Among authors: dzeroski s. Data Brief. 2023 Apr 11;48:109138. doi: 10.1016/j.dib.2023.109138. eCollection 2023 Jun. Data Brief. 2023. PMID: 37128582 Free PMC article.

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