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Results: 1 to 20 of 23

1.

Improved medical image modality classification using a combination of visual and textual features.

Dimitrovski I, Kocev D, Kitanovski I, Loskovska S, Džeroski S.

Comput Med Imaging Graph. 2014 Jun 19. pii: S0895-6111(14)00098-6. doi: 10.1016/j.compmedimag.2014.06.005. [Epub ahead of print]

PMID:
24997992
[PubMed - as supplied by publisher]
2.

Using PPI network autocorrelation in hierarchical multi-label classification trees for gene function prediction.

Stojanova D, Ceci M, Malerba D, Dzeroski S.

BMC Bioinformatics. 2013 Sep 26;14:285. doi: 10.1186/1471-2105-14-285.

PMID:
24070402
[PubMed - indexed for MEDLINE]
Free PMC Article
3.

Changes of poultry faecal microbiota associated with Clostridium difficile colonisation.

Skraban J, Dzeroski S, Zenko B, Tusar L, Rupnik M.

Vet Microbiol. 2013 Aug 30;165(3-4):416-24. doi: 10.1016/j.vetmic.2013.04.014. Epub 2013 Apr 19.

PMID:
23664184
[PubMed - indexed for MEDLINE]
4.

Gut microbiota patterns associated with colonization of different Clostridium difficile ribotypes.

Skraban J, Dzeroski S, Zenko B, Mongus D, Gangl S, Rupnik M.

PLoS One. 2013;8(2):e58005. doi: 10.1371/journal.pone.0058005. Epub 2013 Feb 28.

PMID:
23469128
[PubMed - indexed for MEDLINE]
Free PMC Article
5.

Neuroblastoma tumorigenesis is regulated through the Nm23-H1/h-Prune C-terminal interaction.

Carotenuto M, Pedone E, Diana D, de Antonellis P, Džeroski S, Marino N, Navas L, Di Dato V, Scoppettuolo MN, Cimmino F, Correale S, Pirone L, Monti SM, Bruder E, Zenko B, Slavkov I, Pastorino F, Ponzoni M, Schulte JH, Schramm A, Eggert A, Westermann F, Arrigoni G, Accordi B, Basso G, Saviano M, Fattorusso R, Zollo M.

Sci Rep. 2013;3:1351. doi: 10.1038/srep01351.

PMID:
23448979
[PubMed - indexed for MEDLINE]
Free PMC Article
6.

A large-scale evaluation of computational protein function prediction.

Radivojac P, Clark WT, Oron TR, Schnoes AM, Wittkop T, Sokolov A, Graim K, Funk C, Verspoor K, Ben-Hur A, Pandey G, Yunes JM, Talwalkar AS, Repo S, Souza ML, Piovesan D, Casadio R, Wang Z, Cheng J, Fang H, Gough J, Koskinen P, Törönen P, Nokso-Koivisto J, Holm L, Cozzetto D, Buchan DW, Bryson K, Jones DT, Limaye B, Inamdar H, Datta A, Manjari SK, Joshi R, Chitale M, Kihara D, Lisewski AM, Erdin S, Venner E, Lichtarge O, Rentzsch R, Yang H, Romero AE, Bhat P, Paccanaro A, Hamp T, Kaßner R, Seemayer S, Vicedo E, Schaefer C, Achten D, Auer F, Boehm A, Braun T, Hecht M, Heron M, Hönigschmid P, Hopf TA, Kaufmann S, Kiening M, Krompass D, Landerer C, Mahlich Y, Roos M, Björne J, Salakoski T, Wong A, Shatkay H, Gatzmann F, Sommer I, Wass MN, Sternberg MJ, Škunca N, Supek F, Bošnjak M, Panov P, Džeroski S, Šmuc T, Kourmpetis YA, van Dijk AD, ter Braak CJ, Zhou Y, Gong Q, Dong X, Tian W, Falda M, Fontana P, Lavezzo E, Di Camillo B, Toppo S, Lan L, Djuric N, Guo Y, Vucetic S, Bairoch A, Linial M, Babbitt PC, Brenner SE, Orengo C, Rost B, Mooney SD, Friedberg I.

Nat Methods. 2013 Mar;10(3):221-7. doi: 10.1038/nmeth.2340. Epub 2013 Jan 27.

PMID:
23353650
[PubMed - indexed for MEDLINE]
Free PMC Article
7.

Phyletic profiling with cliques of orthologs is enhanced by signatures of paralogy relationships.

Skunca N, Bošnjak M, Kriško A, Panov P, Džeroski S, Smuc T, Supek F.

PLoS Comput Biol. 2013;9(1):e1002852. doi: 10.1371/journal.pcbi.1002852. Epub 2013 Jan 3.

PMID:
23308060
[PubMed - indexed for MEDLINE]
Free PMC Article
8.

Using data mining to predict soil quality after application of biosolids in agriculture.

Cortet J, Kocev D, Ducobu C, Džeroski S, Debeljak M, Schwartz C.

J Environ Qual. 2011 Nov-Dec;40(6):1972-82. doi: 10.2134/jeq2011.0155.

PMID:
22031581
[PubMed - indexed for MEDLINE]
9.

Parameter estimation with bio-inspired meta-heuristic optimization: modeling the dynamics of endocytosis.

Tashkova K, Korošec P, Silc J, Todorovski L, Džeroski S.

BMC Syst Biol. 2011 Oct 11;5:159. doi: 10.1186/1752-0509-5-159.

PMID:
21989196
[PubMed - indexed for MEDLINE]
Free PMC Article
10.

ADP-ribosylation factor guanine nucleotide-exchange factor 2 (ARFGEF2): a new potential biomarker in Huntington's disease.

Lovrecic L, Slavkov I, Dzeroski S, Peterlin B.

J Int Med Res. 2010 Sep-Oct;38(5):1653-62.

PMID:
21309479
[PubMed - indexed for MEDLINE]
11.

Finding explained groups of time-course gene expression profiles with predictive clustering trees.

Slavkov I, Gjorgjioski V, Struyf J, Dzeroski S.

Mol Biosyst. 2010 Apr;6(4):729-40. doi: 10.1039/b913690h. Epub 2010 Feb 19.

PMID:
20237651
[PubMed - indexed for MEDLINE]
12.

Predicting gene function using hierarchical multi-label decision tree ensembles.

Schietgat L, Vens C, Struyf J, Blockeel H, Kocev D, Dzeroski S.

BMC Bioinformatics. 2010 Jan 2;11:2. doi: 10.1186/1471-2105-11-2.

PMID:
20044933
[PubMed - indexed for MEDLINE]
Free PMC Article
13.

Equation discovery for systems biology: finding the structure and dynamics of biological networks from time course data.

Dzeroski S, Todorovski L.

Curr Opin Biotechnol. 2008 Aug;19(4):360-8. doi: 10.1016/j.copbio.2008.07.002. Epub 2008 Aug 5. Review.

PMID:
18672061
[PubMed - indexed for MEDLINE]
14.

Radon in a thermal spring: identification of anomalies related to seismic activity.

Zmazek B, Todorovski L, Zivcić M, Dzeroski S, Vaupotic J, Kobal I.

Appl Radiat Isot. 2006 Jun;64(6):725-34. Epub 2006 Feb 3.

PMID:
16458525
[PubMed - indexed for MEDLINE]
15.

Personality traits in miners with past occupational elemental mercury exposure.

Kobal Grum D, Kobal AB, Arneric N, Horvat M, Zenko B, Dzeroski S, Osredkar J.

Environ Health Perspect. 2006 Feb;114(2):290-6.

PMID:
16451870
[PubMed - indexed for MEDLINE]
Free PMC Article
16.

Application of decision trees to the analysis of soil radon data for earthquake prediction.

Zmazek B, Todorovski L, Dzeroski S, Vaupotic J, Kobal I.

Appl Radiat Isot. 2003 Jun;58(6):697-706.

PMID:
12798380
[PubMed - indexed for MEDLINE]
17.

A reappraisal of saprobic values and indicator weights based on Slovenian river quality data.

Walley WJ, Grbović J, Dzeroski S.

Water Res. 2001 Dec;35(18):4285-92.

PMID:
11763029
[PubMed - indexed for MEDLINE]
18.

Supporting discovery in medicine by association rule mining in Medline and UMLS.

Hristovski D, Stare J, Peterlin B, Dzeroski S.

Stud Health Technol Inform. 2001;84(Pt 2):1344-8.

PMID:
11604946
[PubMed - indexed for MEDLINE]
19.

A data mining approach to the development of a diagnostic test for male infertility.

Dzeroski S, Hristovski D, Kunej T, Peterlin B.

Stud Health Technol Inform. 2000;77:779-83.

PMID:
11187659
[PubMed - indexed for MEDLINE]
20.

Using data mining and OLAP to discover patterns in a database of patients with Y-chromosome deletions.

Dzeroski S, Hristovski D, Peterlin B.

Proc AMIA Symp. 2000:215-9.

PMID:
11079876
[PubMed - indexed for MEDLINE]
Free PMC Article

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