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Pain-Free Blood Glucose Monitoring Using Wearable Sensors: Recent Advancements and Future Prospects.

Siddiqui SA, Zhang Y, Lloret J, Song H, Obradovic Z.

IEEE Rev Biomed Eng. 2018;11:21-35. doi: 10.1109/RBME.2018.2822301. Epub 2018 Apr 2. Review.


Editorial Message.

Obradovic Z.

Big Data. 2018 Jun;6(2):67-68. doi: 10.1089/big.2018.29026.zob. No abstract available.


Contribution of temporal data to predictive performance in 30-day readmission of morbidly obese patients.

Povalej Brzan P, Obradovic Z, Stiglic G.

PeerJ. 2017 Apr 25;5:e3230. doi: 10.7717/peerj.3230. eCollection 2017.


Hemodialysis Clinic Social Networks, Sex Differences, and Renal Transplantation.

Gillespie A, Fink EL, Traino HM, Uversky A, Bass SB, Greener J, Hunt J, Browne T, Hammer H, Reese PP, Obradovic Z.

Am J Transplant. 2017 Sep;17(9):2400-2409. doi: 10.1111/ajt.14273. Epub 2017 Apr 21.


Intravenous drugs abuse as the main risk factor of increasing hepatitis C infection prevalence in prisoners in Zenica, Bosnia and Herzegovina.

Hodžić H, Bajramović A, Obradović Z, Mahmić-Kaknjo M.

Med Glas (Zenica). 2017 Feb 1;14(1):73-78. doi: 10.17392/880-16.


Machine Learning Approach for Predicting Wall Shear Distribution for Abdominal Aortic Aneurysm and Carotid Bifurcation Models.

Jordanski M, Radovic M, Milosevic Z, Filipovic N, Obradovic Z.

IEEE J Biomed Health Inform. 2018 Mar;22(2):537-544. doi: 10.1109/JBHI.2016.2639818. Epub 2016 Dec 14.


Minimum redundancy maximum relevance feature selection approach for temporal gene expression data.

Radovic M, Ghalwash M, Filipovic N, Obradovic Z.

BMC Bioinformatics. 2017 Jan 3;18(1):9. doi: 10.1186/s12859-016-1423-9.


A robust data scaling algorithm to improve classification accuracies in biomedical data.

Cao XH, Stojkovic I, Obradovic Z.

BMC Bioinformatics. 2016 Sep 9;17(1):359. doi: 10.1186/s12859-016-1236-x.


Large-Scale Discovery of Disease-Disease and Disease-Gene Associations.

Gligorijevic D, Stojanovic J, Djuric N, Radosavljevic V, Grbovic M, Kulathinal RJ, Obradovic Z.

Sci Rep. 2016 Aug 31;6:32404. doi: 10.1038/srep32404.


Disease types discovery from a large database of inpatient records: A sepsis study.

Gligorijevic D, Stojanovic J, Obradovic Z.

Methods. 2016 Dec 1;111:45-55. doi: 10.1016/j.ymeth.2016.07.021. Epub 2016 Jul 28.


Insights into Population Health Management Through Disease Diagnoses Networks.

Feldman K, Stiglic G, Dasgupta D, Kricheff M, Obradovic Z, Chawla NV.

Sci Rep. 2016 Jul 27;6:30465. doi: 10.1038/srep30465.


Modeling Healthcare Quality via Compact Representations of Electronic Health Records.

Stojanovic J, Gligorijevic D, Radosavljevic V, Djuric N, Grbovic M, Obradovic Z.

IEEE/ACM Trans Comput Biol Bioinform. 2017 May-Jun;14(3):545-554. doi: 10.1109/TCBB.2016.2591523. Epub 2016 Jul 14.


Effectiveness of Multiple Blood-Cleansing Interventions in Sepsis, Characterized in Rats.

Stojkovic I, Ghalwash M, Cao XH, Obradovic Z.

Sci Rep. 2016 Apr 21;6:24719. doi: 10.1038/srep24719.


Structured feature selection using coordinate descent optimization.

Ghalwash MF, Cao XH, Stojkovic I, Obradovic Z.

BMC Bioinformatics. 2016 Apr 8;17:158. doi: 10.1186/s12859-016-0954-4.


Reinventing Biostatistics Education for Basic Scientists.

Weissgerber TL, Garovic VD, Milin-Lazovic JS, Winham SJ, Obradovic Z, Trzeciakowski JP, Milic NM.

PLoS Biol. 2016 Apr 8;14(4):e1002430. doi: 10.1371/journal.pbio.1002430. eCollection 2016 Apr. Erratum in: PLoS Biol. 2016 Jun;14(6):e1002492.


Comprehensible Predictive Modeling Using Regularized Logistic Regression and Comorbidity Based Features.

Stiglic G, Povalej Brzan P, Fijacko N, Wang F, Delibasic B, Kalousis A, Obradovic Z.

PLoS One. 2015 Dec 8;10(12):e0144439. doi: 10.1371/journal.pone.0144439. eCollection 2015.


Patient-specific early classification of multivariate observations.

Ghalwash MF, Ramljak D, Obradović Z.

Int J Data Min Bioinform. 2015;11(4):392-411.


Attitudes towards Living Donor Kidney Transplantation among Urban African American Hemodialysis Patients: A Qualitative and Quantitative Analysis.

Gillespie A, Hammer H, Bass SB, Ouzienko V, Obradovic Z, Urbanski M, Browne T, Silva P.

J Health Care Poor Underserved. 2015 Aug;26(3):852-72. doi: 10.1353/hpu.2015.0087.


Transport of Low-Density Lipoprotein Into the Blood Vessel Wall During Atherogenic Diet in the Isolated Rabbit Carotid Artery.

Colic M, Pantovic S, Jeremic M, Jokovic V, Obradovic Z, Rosic M.

Circ J. 2015;79(8):1846-52. doi: 10.1253/circj.CJ-14-1316. Epub 2015 May 20.


The impact of war on vaccine preventable diseases.

Obradovic Z, Balta S, Obradovic A, Mesic S.

Mater Sociomed. 2014 Dec;26(6):382-4. doi: 10.5455/msm.2014.26.382-384. Epub 2014 Dec 14.


Casting a Wider Net: Data Driven Discovery of Proxies for Target Diagnoses.

Ramljak D, Davey A, Uversky A, Roychoudhury S, Obradovic Z.

AMIA Annu Symp Proc. 2015 Nov 5;2015:1047-56. eCollection 2015.


Sex differences and attitudes toward living donor kidney transplantation among urban black patients on hemodialysis.

Gillespie A, Hammer H, Kolenikov S, Polychronopoulou A, Ouzienko V, Obradovic Z, Urbanski MA, Browne T, Silva P.

Clin J Am Soc Nephrol. 2014 Oct 7;9(10):1764-72. doi: 10.2215/CJN.12531213. Epub 2014 Aug 14.


Smallpox and globalization or the first achieved plannetary goal.

Suvaković UV, Baljosević SZ, Obradović ZV.

Vojnosanit Pregl. 2014 Mar;71(3):301-6. Review. No abstract available.


A data-driven acute inflammation therapy.

Radosavljevic V, Ristovski K, Obradovic Z.

BMC Med Genomics. 2013;6 Suppl 3:S7. doi: 10.1186/1755-8794-6-S3-S7. Epub 2013 Nov 11.


Pediatric readmission classification using stacked regularized logistic regression models.

Stiglic G, Wang F, Davey A, Obradovic Z.

AMIA Annu Symp Proc. 2014 Nov 14;2014:1072-81. eCollection 2014.


Learning by aggregating experts and filtering novices: a solution to crowdsourcing problems in bioinformatics.

Zhang P, Cao W, Obradovic Z.

BMC Bioinformatics. 2013;14 Suppl 12:S5. doi: 10.1186/1471-2105-14-S12-S5. Epub 2013 Sep 24.


Characteristics of travellers from bosnia and herzegovina to Africa.

Obradovic Z, Obradovic A.

Mater Sociomed. 2013;25(2):109-12. doi: 10.5455/msm.2013.25.109-112.


Classifying temporal microarray data by selecting informative genes.

Lou Q, Obradovic Z.

J Bioinform Comput Biol. 2013 Jun;11(3):1341006. doi: 10.1142/S0219720013410060. Epub 2013 Apr 29.


A search for interaction among combinations of drugs of abuse and the use of isobolographic analysis.

Tallarida RJ, Midic U, Lamarre NS, Obradovic Z.

J Clin Pharm Ther. 2013 Jun;38(3):190-5. doi: 10.1111/jcpt.12055. Epub 2013 Apr 3.


What's in a name? Why these proteins are intrinsically disordered: Why these proteins are intrinsically disordered.

Dunker AK, Babu MM, Barbar E, Blackledge M, Bondos SE, Dosztányi Z, Dyson HJ, Forman-Kay J, Fuxreiter M, Gsponer J, Han KH, Jones DT, Longhi S, Metallo SJ, Nishikawa K, Nussinov R, Obradovic Z, Pappu RV, Rost B, Selenko P, Subramaniam V, Sussman JL, Tompa P, Uversky VN.

Intrinsically Disord Proteins. 2013 Apr 1;1(1):e24157. doi: 10.4161/idp.24157. eCollection 2013 Jan-Dec. Review.


D²P²: database of disordered protein predictions.

Oates ME, Romero P, Ishida T, Ghalwash M, Mizianty MJ, Xue B, Dosztányi Z, Uversky VN, Obradovic Z, Kurgan L, Dunker AK, Gough J.

Nucleic Acids Res. 2013 Jan;41(Database issue):D508-16. doi: 10.1093/nar/gks1226. Epub 2012 Nov 29.


Early classification of multivariate temporal observations by extraction of interpretable shapelets.

Ghalwash MF, Obradovic Z.

BMC Bioinformatics. 2012 Aug 8;13:195. doi: 10.1186/1471-2105-13-195.


Intrinsic disorder in putative protein sequences.

Midic U, Obradovic Z.

Proteome Sci. 2012 Jun 21;10 Suppl 1:S19. doi: 10.1186/1477-5956-10-S1-S19.


Learning pair-wise gene functional similarity by multiplex gene expression maps.

An L, Ling H, Obradovic Z, Smith DJ, Megalooikonomou V.

BMC Bioinformatics. 2012 Mar 21;13 Suppl 3:S1. doi: 10.1186/1471-2105-13-S3-S1.


DNA methylation differences at growth related genes correlate with birth weight: a molecular signature linked to developmental origins of adult disease?

Turan N, Ghalwash MF, Katari S, Coutifaris C, Obradovic Z, Sapienza C.

BMC Med Genomics. 2012 Apr 12;5:10. doi: 10.1186/1755-8794-5-10.


DNA microarray SNP associations with clinical efficacy and side effects of domperidone treatment for gastroparesis.

Wang D, Parkman HP, Jacobs MR, Mishra AK, Krynetskiy E, Obradovic Z.

J Biomed Inform. 2012 Apr;45(2):316-22. doi: 10.1016/j.jbi.2011.11.013. Epub 2011 Dec 6.


The mathematical analysis of the heart rate and blood lactate curves during incremental exercise testing.

Rosic M, Ilic V, Obradovic Z, Pantovic S, Rosic G.

Acta Physiol Hung. 2011 Dec;98(4):456-64. doi: 10.1556/APhysiol.98.2011.4.9.


Unsupervised Integration of Multiple Protein Disorder Predictors: The Method and Evaluation on CASP7, CASP8 and CASP9 Data.

Zhang P, Obradovic Z.

Proteome Sci. 2011 Oct 14;9 Suppl 1:S12. doi: 10.1186/1477-5956-9-S1-S12.


Uncertainty analysis in protein disorder prediction.

Ghalwash MF, Dunker AK, Obradović Z.

Mol Biosyst. 2012 Jan;8(1):381-91. doi: 10.1039/c1mb05373f. Epub 2011 Nov 21.


Histamine blood concentration in ischemic heart disease patients.

Zdravkovic V, Pantovic S, Rosic G, Tomic-Lucic A, Zdravkovic N, Colic M, Obradovic Z, Rosic M.

J Biomed Biotechnol. 2011;2011:315709. doi: 10.1155/2011/315709. Epub 2011 Jun 6.


Extensive effects of in vitro oocyte maturation on rhesus monkey cumulus cell transcriptome.

Lee YS, VandeVoort CA, Gaughan JP, Midic U, Obradovic Z, Latham KE.

Am J Physiol Endocrinol Metab. 2011 Jul;301(1):E196-209. doi: 10.1152/ajpendo.00686.2010. Epub 2011 Apr 12.


Mathematical analysis of the heart rate performance curve during incremental exercise testing.

Rosic G, Pantovic S, Niciforovic J, Colovic V, Rankovic V, Obradovic Z, Rosic M.

Acta Physiol Hung. 2011 Mar;98(1):59-70. doi: 10.1556/APhysiol.98.2011.1.8.


Bioinformatics analysis of disordered proteins in prokaryotes.

Pavlović-Lažetić GM, Mitić NS, Kovačević JJ, Obradović Z, Malkov SN, Beljanski MV.

BMC Bioinformatics. 2011 Mar 2;12:66. doi: 10.1186/1471-2105-12-66.


Positive and negative cis-regulatory elements directing postfertilization maternal mRNA translational control in mouse embryos.

Potireddy S, Midic U, Liang CG, Obradovic Z, Latham KE.

Am J Physiol Cell Physiol. 2010 Oct;299(4):C818-27. doi: 10.1152/ajpcell.00166.2010. Epub 2010 Jun 23.


Histamine index and clinical expression of rheumatoid arthritis activity.

Tomić-Lucić AP, Pantović SB, Rosić GL, Obradović ZM, Rosić MA.

Vojnosanit Pregl. 2010 Apr;67(4):286-90.


Unfoldomics of human genetic diseases: illustrative examples of ordered and intrinsically disordered members of the human diseasome.

Midic U, Oldfield CJ, Dunker AK, Obradovic Z, Uversky VN.

Protein Pept Lett. 2009;16(12):1533-47. Review.


Mining Association Rules among Gene Functions in Clusters of Similar Gene Expression Maps.

An L, Obradovic Z, Smith D, Bodenreider O, Megalooikonomou V.

IEEE Int Conf Bioinform Biomed Workshops. 2009 Nov 1;2009:254-259.


Selective control of gene expression by CDK9 in human cells.

Garriga J, Xie H, Obradovic Z, Graña X.

J Cell Physiol. 2010 Jan;222(1):200-8. doi: 10.1002/jcp.21938.


Unfoldomics of human diseases: linking protein intrinsic disorder with diseases.

Uversky VN, Oldfield CJ, Midic U, Xie H, Xue B, Vucetic S, Iakoucheva LM, Obradovic Z, Dunker AK.

BMC Genomics. 2009 Jul 7;10 Suppl 1:S7. doi: 10.1186/1471-2164-10-S1-S7.

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