Marianthi Markatou - Publications

Columbia University, New York, NY 
Biostatistics Biology

57 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2021 Sofikitou EM, Liu R, Wang H, Markatou M. Distance-Based Estimation Methods for Models for Discrete and Mixed-Scale Data. Entropy (Basel, Switzerland). 23. PMID 33466744 DOI: 10.3390/e23010107  0.52
2020 Talal AH, Sofikitou EM, Jaanimägi U, Zeremski M, Tobin JN, Markatou M. A framework for patient-centered telemedicine: Application and lessons learned from vulnerable populations. Journal of Biomedical Informatics. 112: 103622. PMID 33186707 DOI: 10.1016/j.jbi.2020.103622  0.52
2020 Talal AH, Ding Y, Venuto CS, Chakan LM, McLeod A, Dharia A, Morse GD, Brown LS, Markatou M, Kharasch ED. Toward precision prescribing for methadone: Determinants of methadone deposition. Plos One. 15: e0231467. PMID 32302325 DOI: 10.1371/Journal.Pone.0231467  0.52
2019 Williams N, Bossert N, Chen Y, Jaanimägi U, Markatou M, Talal AH. Influence of social determinants of health and substance use characteristics on persons who use drugs pursuit of care for hepatitis C virus infection. Journal of Substance Abuse Treatment. 102: 33-39. PMID 31202286 DOI: 10.1016/J.Jsat.2019.04.009  0.52
2018 Talal AH, Andrews P, Mcleod A, Chen Y, Sylvester C, Markatou M, Brown LS. Integrated, Co-located, Telemedicine-based Treatment Approaches for Hepatitis C Virus (HCV) Management in Opioid Use Disorder Patients on Methadone. Clinical Infectious Diseases : An Official Publication of the Infectious Diseases Society of America. PMID 30329042 DOI: 10.1093/cid/ciy899  0.52
2018 Talal AH, McLeod A, Andrews P, Nieves-McGrath H, Chen Y, Reynolds A, Sylvester C, Dickerson SS, Markatou M, Brown LS. Patient Reaction to Telemedicine for Clinical Management of Hepatitis C Virus Integrated into an Opioid Treatment Program. Telemedicine Journal and E-Health : the Official Journal of the American Telemedicine Association. PMID 30325701 DOI: 10.1089/tmj.2018.0161  0.52
2018 Samuel ST, Martinez AD, Chen Y, Markatou M, Talal AH. Hepatitis C virus knowledge improves hepatitis C virus screening practices among primary care physicians. World Journal of Hepatology. 10: 319-328. PMID 29527267 DOI: 10.4254/wjh.v10.i2.319  0.52
2017 Talal AH, Chen Y, Zeremski M, Zavala R, Sylvester C, Kuhns M, Brown LS, Markatou M, Cloherty GA. Hepatitis C virus core antigen: A potential alternative to HCV RNA testing among persons with substance use disorders. Journal of Substance Abuse Treatment. 78: 37-42. PMID 28554601 DOI: 10.1016/j.jsat.2017.04.011  0.52
2017 Venuto CS, Markatou M, Woolwine-Cunningham Y, Furlage R, Ocque AJ, DiFrancesco R, Dumas EO, Wallace PK, Morse GD, Talal AH. Paritaprevir and Ritonavir Liver Concentrations in Rats as Assessed by Different Liver Sampling Techniques. Antimicrobial Agents and Chemotherapy. PMID 28264852 DOI: 10.1128/Aac.02283-16  0.52
2016 Foss A, Markatou M, Ray B, Heching A. A semiparametric method for clustering mixed data Machine Learning. 1-40. DOI: 10.1007/S10994-016-5575-7  1
2015 Chen X, Vexler A, Markatou M. Empirical likelihood ratio confidence interval estimation of best linear combinations of biomarkers Computational Statistics and Data Analysis. 82: 186-198. DOI: 10.1016/J.Csda.2014.09.010  1
2014 Lindsay BG, Markatou M, Ray S. Kernels, Degrees of Freedom, and Power Properties of Quadratic Distance Goodness-of-Fit Tests. Journal of the American Statistical Association. 109: 395-410. PMID 24764609 DOI: 10.1080/01621459.2013.836972  1
2014 Markatou M, Ball R. A pattern discovery framework for adverse event evaluation and inference in spontaneous reporting systems Statistical Analysis and Data Mining. 7: 352-367. DOI: 10.1002/Sam.11233  1
2012 Sun J, Hu J, Luo D, Markatou M, Wang F, Edabollahi S, Steinhubl SE, Daar Z, Stewart WF. Combining knowledge and data driven insights for identifying risk factors using electronic health records. Amia ... Annual Symposium Proceedings / Amia Symposium. Amia Symposium. 2012: 901-10. PMID 23304365  1
2012 Burwen DR, Sandhu SK, MaCurdy TE, Kelman JA, Gibbs JM, Garcia B, Markatou M, Forshee RA, Izurieta HS, Ball R. Surveillance for Guillain-Barré syndrome after influenza vaccination among the Medicare population, 2009-2010. American Journal of Public Health. 102: 1921-7. PMID 22970693 DOI: 10.2105/Ajph.2011.300510  1
2012 Luo D, Wang F, Sun J, Markatou M, Hu J, Ebadollahi S. SOR: Scalable orthogonal regression for non-redundant feature selection and its healthcare applications Proceedings of the 12th Siam International Conference On Data Mining, Sdm 2012. 576-587.  1
2011 Botsis T, Nguyen MD, Woo EJ, Markatou M, Ball R. Text mining for the Vaccine Adverse Event Reporting System: medical text classification using informative feature selection. Journal of the American Medical Informatics Association : Jamia. 18: 631-8. PMID 21709163 DOI: 10.1136/Amiajnl-2010-000022  1
2011 Sinha A, Markatou M. A platform for processing expression of short time series (PESTS). Bmc Bioinformatics. 12: 13. PMID 21223570 DOI: 10.1186/1471-2105-12-13  1
2011 Ghandhi SA, Sinha A, Markatou M, Amundson SA. Time-series clustering of gene expression in irradiated and bystander fibroblasts: an application of FBPA clustering. Bmc Genomics. 12: 2. PMID 21205307 DOI: 10.1186/1471-2164-12-2  1
2011 Markatou M, Dimova R, Sinha A. A comparison of estimators for the variance of cross–validation estimators of the generalization error of computer algorithms Nonparametric Statistics and Mixture Models: a Festschrift in Honor of Thomas P Hettmansperger. 226-251. DOI: 10.1142/9789814340564_0014  1
2011 Dimova RB, Markatou M, Talal AH. Information methods for model selection in linear mixed effects models with application to HCV data Computational Statistics and Data Analysis. 55: 2677-2697. DOI: 10.1016/J.Csda.2010.10.031  1
2010 Wang X, Chase H, Markatou M, Hripcsak G, Friedman C. Selecting information in electronic health records for knowledge acquisition. Journal of Biomedical Informatics. 43: 595-601. PMID 20362071 DOI: 10.1016/J.Jbi.2010.03.011  1
2009 Zeremski M, Dimova R, Brown Q, Jacobson IM, Markatou M, Talal AH. Peripheral CXCR3-associated chemokines as biomarkers of fibrosis in chronic hepatitis C virus infection. The Journal of Infectious Diseases. 200: 1774-80. PMID 19848607 DOI: 10.1086/646614  1
2009 Sinha A, Hripcsak G, Markatou M. Large datasets in biomedicine: a discussion of salient analytic issues. Journal of the American Medical Informatics Association : Jamia. 16: 759-67. PMID 19717808 DOI: 10.1197/Jamia.M2780  1
2009 Wang X, Hripcsak G, Markatou M, Friedman C. Active computerized pharmacovigilance using natural language processing, statistics, and electronic health records: a feasibility study. Journal of the American Medical Informatics Association : Jamia. 16: 328-37. PMID 19261932 DOI: 10.1197/Jamia.M3028  1
2008 Wang X, Chused A, Elhadad N, Friedman C, Markatou M. Automated knowledge acquisition from clinical narrative reports. Amia ... Annual Symposium Proceedings / Amia Symposium. Amia Symposium. 783-7. PMID 18999156  1
2008 Zeremski M, Petrovic LM, Chiriboga L, Brown QB, Yee HT, Kinkhabwala M, Jacobson IM, Dimova R, Markatou M, Talal AH. Intrahepatic levels of CXCR3-associated chemokines correlate with liver inflammation and fibrosis in chronic hepatitis C. Hepatology (Baltimore, Md.). 48: 1440-50. PMID 18798334 DOI: 10.1002/Hep.22500  1
2008 Cao H, Melton GB, Markatou M, Hripcsak G. Use abstracted patient-specific features to assist an information-theoretic measurement to assess similarity between medical cases. Journal of Biomedical Informatics. 41: 882-8. PMID 18487093 DOI: 10.1016/J.Jbi.2008.03.006  1
2008 Chen ES, Hripcsak G, Xu H, Markatou M, Friedman C. Automated acquisition of disease drug knowledge from biomedical and clinical documents: an initial study. Journal of the American Medical Informatics Association : Jamia. 15: 87-98. PMID 17947625 DOI: 10.1197/Jamia.M2401  1
2008 Lindsay BG, Markatou M, Ray S, Yang KE, Chen SC. Quadratic distances on probabilities: A unified foundation Annals of Statistics. 36: 983-1006. DOI: 10.1214/009053607000000956  1
2008 Markatou M, Dimova R, Sinha A. Analysis and estimation of the variance of cross-validation estimators of the generalization error: A short review Frontiers of Applied and Computational Mathematics: New Jersey Institute of Technology, Usa, 19 - 21 May 2008. 206-212. DOI: 10.1142/9789812835291_0022  1
2007 Chen ES, Stetson PD, Lussier YA, Markatou M, Hripcsak G, Friedman C. Detection of practice pattern trends through Natural Language Processing of clinical narratives and biomedical literature. Amia ... Annual Symposium Proceedings / Amia Symposium. Amia Symposium. 120-4. PMID 18693810  1
2007 Bakken S, Roberts WD, Chen E, Dilone J, Lee NJ, Mendonca E, Markatou M. PDA-based informatics strategies for tobacco use screening and smoking cessation management: a case study. Studies in Health Technology and Informatics. 129: 1447-51. PMID 17911954  1
2007 Zeremski M, Markatou M, Brown QB, Dorante G, Cunningham-Rundles S, Talal AH. Interferon gamma-inducible protein 10: a predictive marker of successful treatment response in hepatitis C virus/HIV-coinfected patients. Journal of Acquired Immune Deficiency Syndromes (1999). 45: 262-8. PMID 17414926 DOI: 10.1097/Qai.0B013E3180559219  1
2007 Dahari H, Markatou M, Zeremski M, Haller I, Ribeiro RM, Licholai T, Perelson AS, Talal AH. Early ribavirin pharmacokinetics, HCV RNA and alanine aminotransferase kinetics in HIV/HCV co-infected patients during treatment with pegylated interferon and ribavirin. Journal of Hepatology. 47: 23-30. PMID 17412448 DOI: 10.1016/J.Jhep.2007.01.027  1
2007 Xu H, Fan JW, Hripcsak G, Mendonça EA, Markatou M, Friedman C. Gene symbol disambiguation using knowledge-based profiles. Bioinformatics (Oxford, England). 23: 1015-22. PMID 17314123 DOI: 10.1093/Bioinformatics/Btm056  1
2007 Cao H, Hripcsak G, Markatou M. A statistical methodology for analyzing co-occurrence data from a large sample. Journal of Biomedical Informatics. 40: 343-52. PMID 17197246 DOI: 10.1016/J.Jbi.2006.11.003  1
2006 Xu H, Markatou M, Dimova R, Liu H, Friedman C. Machine learning and word sense disambiguation in the biomedical domain: design and evaluation issues. Bmc Bioinformatics. 7: 334. PMID 16822321 DOI: 10.1186/1471-2105-7-334  1
2006 Talal AH, Ribeiro RM, Powers KA, Grace M, Cullen C, Hussain M, Markatou M, Perelson AS. Pharmacodynamics of PEG-IFN alpha differentiate HIV/HCV coinfected sustained virological responders from nonresponders. Hepatology (Baltimore, Md.). 43: 943-53. PMID 16761329 DOI: 10.1002/Hep.21136  1
2006 Melton GB, Parsons S, Morrison FP, Rothschild AS, Markatou M, Hripcsak G. Inter-patient distance metrics using SNOMED CT defining relationships. Journal of Biomedical Informatics. 39: 697-705. PMID 16554186 DOI: 10.1016/J.Jbi.2006.01.004  1
2005 Cao H, Markatou M, Melton GB, Chiang MF, Hripcsak G. Mining a clinical data warehouse to discover disease-finding associations using co-occurrence statistics. Amia ... Annual Symposium Proceedings / Amia Symposium. Amia Symposium. 106-10. PMID 16779011  1
2005 Markatou M, Tian H, Biswas S, Hripcsak G. Analysis of variance of cross-validation estimators of the generalization error Journal of Machine Learning Research. 6. DOI: 10.7916/D86D5R2X  1
2004 Talal AH, Shata MT, Markatou M, Dorante G, Chadburn A, Koch R, Neumann AU, Ribeiro RM, Perelson AS. Virus dynamics and immune responses during treatment in patients coinfected with hepatitis C and HIV. Journal of Acquired Immune Deficiency Syndromes (1999). 35: 103-13. PMID 14722440 DOI: 10.1097/00126334-200402010-00001  1
2001 Agostinelli C, Markatou M. Test of hypotheses based on the weighted likelihood methodology Statistica Sinica. 11: 499-514.  1
2000 Markatou M. Mixture models, robustness, and the weighted likelihood methodology Biometrics. 56: 483-486. PMID 10877307  1
1999 Markatou M. Weighting games in robust linear regression Journal of Multivariate Analysis. 70: 118-135.  1
1998 Markatou M, Basu A, Lindsay BG. Weighted likelihood equations with bootstrap root search Journal of the American Statistical Association. 93: 740-750. DOI: 10.1080/01621459.1998.10473726  1
1998 Agostinelli C, Markatou M. A one-step robust estimator for regression based on the weighted likelihood reweighting scheme Statistics and Probability Letters. 37: 341-350. DOI: 10.1016/S0167-7152(97)00136-3  1
1997 Markatou M, Basu A, Lindsay B. Weighted likelihood estimating equations: The discrete case with applications to logistic regression Journal of Statistical Planning and Inference. 57: 215-232. DOI: 10.1016/S0378-3758(96)00045-6  1
1997 Markatou M, Ronchetti E. 3 Robust inference: The approach based on influence functions Handbook of Statistics. 15: 49-75. DOI: 10.1016/S0169-7161(97)15005-2  1
1996 Horowitz JL, Markatou M. Semiparametric Estimation of Regression Models for Panel Data Review of Economic Studies. 63: 145-168. DOI: 10.2307/2298119  1
1996 Markatou M. Robust statistical inference: Weighted likelihoods or usual M-Estimation? Communications in Statistics - Theory and Methods. 25: 2597-2613. DOI: 10.1080/03610929608831858  1
1996 Markatou M, Manos G. Robust tests in nonlinear regression models Journal of Statistical Planning and Inference. 55: 205-217. DOI: 10.1016/0378-3758(95)00194-8  1
1995 Markatou M, Horowitz JL, Lenth RV. Robust scale estimation based on the the empirical characteristic function Statistics and Probability Letters. 25: 185-192. DOI: 10.1016/0167-7152(94)00221-S  1
1994 Markatou M, He X. Bounded influence and high breakdown point testing procedures in linear models Journal of the American Statistical Association. 89: 543-549. DOI: 10.1080/01621459.1994.10476779  1
1992 Markatou M, Hettmansperger TP. Applications of the asymmetric eigenvalue problem techniques to robust testing Journal of Statistical Planning and Inference. 31: 51-65. DOI: 10.1016/0378-3758(92)90040-Y  1
1990 Markatou M, Hettmansperger TP. Robust bounded-influence tests in linear models Journal of the American Statistical Association. 85: 187-190. DOI: 10.1080/01621459.1990.10475324  1
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