Marianthi Markatou

发表

Active computerized pharmacovigilance using natural language processing, statistics, and electronic health records: a feasibility study.

Xiaoyan Wang, George Hripcsak, Marianthi Markatou, 2009, Journal of the American Medical Informatics Association : JAMIA.

Viewpoint Paper: Large Datasets in Biomedicine: A Discussion of Salient Analytic Issues

George Hripcsak, Marianthi Markatou, Anshu Sinha, 2009, J. Am. Medical Informatics Assoc..

Algorithms for Clustering on the Sphere : Advances & Applications

Marianthi Markatou, Arti Shivram, Mojgan Golzy, 2016 .

Combining Knowledge and Data Driven Insights for Identifying Risk Factors using Electronic Health Records

Fei Wang, Jimeng Sun, Shahram Ebadollahi, 2012, AMIA.

Automated acquisition of disease drug knowledge from biomedical and clinical documents: an initial study.

George Hripcsak, Marianthi Markatou, Carol Friedman, 2008, Journal of the American Medical Informatics Association : JAMIA.

PDA-based Informatics Strategies for Tobacco Use Screening and Smoking Cessation Management: A Case Study

Marianthi Markatou, Suzanne Bakken, Eneida A. Mendonça, 2007, MedInfo.

Detection of Practice Pattern Trends through Natural Language Processing of Clinical Narratives and Biomedical Literature

George Hripcsak, Marianthi Markatou, Carol Friedman, 2007, AMIA.

Analysis of Variance of Cross-Validation Estimators of the Generalization Error

George Hripcsak, Marianthi Markatou, Hong Tian, 2005, J. Mach. Learn. Res..

A comparative study of subgroup identification methods for differential treatment effect: Performance metrics and recommendations

Marianthi Markatou, Yang Chen, Demissie Alemayehu, 2018, Statistical methods in medical research.

Case-based reasoning in comparative effectiveness research

Fei Wang, Jimeng Sun, Shahram Ebadollahi, 2012, IBM J. Res. Dev..

Robust Inference : The Approach Based on Influence Functions

Marianthi Markatou, Elvezio Ronchetti, E. Ronchetti, 1996 .

A pattern discovery framework for adverse event evaluation and inference in spontaneous reporting systems

Marianthi Markatou, Robert Ball, M. Markatou, 2014, Stat. Anal. Data Min..

Non-Quadratic Distances in Model Assessment

Marianthi Markatou, Yang Chen, M. Markatou, 2018, Entropy.

An evaluation of statistical approaches to postmarketing surveillance

Marianthi Markatou, Robert Ball, Yuxin Ding, 2020, Statistics in medicine.

A framework for patient-centered telemedicine: Application and lessons learned from vulnerable populations

Marianthi Markatou, Elisavet M. Sofikitou, Andrew H Talal, 2020, J. Biomed. Informatics.

Machine learning and word sense disambiguation in the biomedical domain: design and evaluation issues

Hongfang Liu, Marianthi Markatou, Carol Friedman, 2006, BMC Bioinformatics.

A Platform for Processing Expression of Short Time Series (PESTS)

Marianthi Markatou, Anshu Sinha, A. Sinha, 2011, BMC Bioinformatics.

Mining a clinical data warehouse to discover disease-finding associations using co-occurrence statistics

George Hripcsak, Marianthi Markatou, Genevieve B. Melton, 2005, AMIA.

Robust Model Selection via Weighted Cross-Validation

Marianthi Markatou, Claudio Agostinelli, 2012 .

Information methods for model selection in linear mixed effects models with application to HCV data

Marianthi Markatou, Rositsa Dimova, Andrew H. Talal, 2011, Comput. Stat. Data Anal..

Distance Metrics and Clustering Methods for Mixed‐type Data

Marianthi Markatou, Bonnie K. Ray, Alexander H. Foss, 2018, International Statistical Review.

A semiparametric method for clustering mixed data

Marianthi Markatou, Aliza R. Heching, Bonnie Ray, 2016, Machine Learning.

SOR: Scalable Orthogonal Regression for Low-Redundancy Feature Selection and its Healthcare Applications

Fei Wang, Jimeng Sun, Shahram Ebadollahi, 2012, SDM.

Gene symbol disambiguation using knowledge-based profiles

George Hripcsak, Marianthi Markatou, Carol Friedman, 2007, Bioinform..

Robust M-type testing procedures for linear models

Marianthi Markatou, Werner A. Stahel, Elvezio Ronchetti, 1991 .

Topics in the analysis of sparse and irregularly spaced time dependent gene expression data

Marianthi Markatou, Anshu Sinha, 2010 .

Distance-Based Statistical Inference

Marianthi Markatou, Yuxin Ding, Dimitrios Karlis, 2021 .

A statistical methodology for analyzing co-occurrence data from a large sample

George Hripcsak, Marianthi Markatou, Hui Cao, 2007, J. Biomed. Informatics.

Statistical Distances and Their Role in Robustness

Marianthi Markatou, Yang Chen, Bruce G. Lindsay, 2016, 1612.07408.

Text mining for the Vaccine Adverse Event Reporting System: medical text classification using informative feature selection

Marianthi Markatou, Robert Ball, Taxiarchis Botsis, 2011, J. Am. Medical Informatics Assoc..

Inter-patient distance metrics using SNOMED CT defining relationships

George Hripcsak, Marianthi Markatou, Simon Parsons, 2006, J. Biomed. Informatics.

Automated Knowledge Acquisition from Clinical Narrative Reports

Xiaoyan Wang, Marianthi Markatou, Carol Friedman, 2008, AMIA.

Use abstracted patient-specific features to assist an information-theoretic measurement to assess similarity between medical cases

George Hripcsak, Marianthi Markatou, Genevieve B. Melton, 2008, J. Biomed. Informatics.

Selecting information in electronic health records for knowledge acquisition

Xiaoyan Wang, George Hripcsak, Marianthi Markatou, 2010, J. Biomed. Informatics.

The out-of-source error in multi-source cross validation-type procedures

Marianthi Markatou, Georgios Afendras, 2016 .

Kernel Tests for One, Two, and K-Sample Goodness-of-Fit: State of the Art and Implementation Considerations

Marianthi Markatou, Yang Chen, M. Markatou, 2020 .

ANALYSIS AND ESTIMATION OF THE VARIANCE OF CROSS-VALIDATION ESTIMATORS OF THE GENERALIZATION ERROR: A SHORT REVIEW

Marianthi Markatou, Anshu Sinha, Rositsa B. Dimova, 2008 .

Empirical likelihood ratio confidence interval estimation of best linear combinations of biomarkers

Xiwei Chen, Marianthi Markatou, Albert Vexler, 2015, Comput. Stat. Data Anal..

Statistical Distances and the Construction of Evidence Functions for Model Adequacy

Marianthi Markatou, Elisavet M. Sofikitou, M. Markatou, 2019, Front. Ecol. Evol..

kamila: Clustering Mixed-Type Data in R and Hadoop

Marianthi Markatou, Alexander H. Foss, M. Markatou, 2018 .

Distance-Based Estimation Methods for Models for Discrete and Mixed-Scale Data

Marianthi Markatou, Elisavet M. Sofikitou, Ray Liu, 2021, Entropy.

Semiparametric Estimation Of Regression Models For Panel Data

Marianthi Markatou, Joel L. Horowitz, J. Horowitz, 1993 .

Pharmacodynamics of PEG‐IFN α differentiate HIV/HCV coinfected sustained virological responders from nonresponders

Marianthi Markatou, Andrew H Talal, Ruy M Ribeiro, 2006, Hepatology.

Quadratic distances on probabilities: A unified foundation

Marianthi Markatou, Surajit Ray, Bruce G. Lindsay, 2008, 0804.0991.

Interferon γ-Inducible Protein 10: A Predictive Marker of Successful Treatment Response in Hepatitis C Virus/HIV-Coinfected Patients

Marianthi Markatou, Andrew H Talal, Marija Zeremski, 2007, JAIDS Journal of Acquired Immune Deficiency Syndromes.

A Closer Look at Weighted Likelihood in the Context of Mixtures

Marianthi Markatou, 2000 .

Applications of the asymmetric eigenvalue problem techniques to robust testing

Marianthi Markatou, Thomas P. Hettmansperger, T. Hettmansperger, 1992 .

Optimality of Training/Test Size and Resampling Effectiveness of Cross-Validation Estimators of the Generalization Error

Marianthi Markatou, Georgios Afendras, M. Markatou, 2015, 1511.02980.

Surveillance for Guillain-Barré syndrome after influenza vaccination among the Medicare population, 2009-2010.

Marianthi Markatou, Robert Ball, Richard A Forshee, 2012, American journal of public health.

Weighted Likelihood Equations with Bootstrap Root Search

Marianthi Markatou, Bruce G. Lindsay, Ayanendranath Basu, 1998 .

Test of hypotheses based on the weighted likelihood

Marianthi Markatou, Claudio Agostinelli, M. Markatou, 2001 .

Kernels, Degrees of Freedom, and Power Properties of Quadratic Distance Goodness-of-Fit Tests

Marianthi Markatou, Surajit Ray, Bruce G. Lindsay, 2014, Journal of the American Statistical Association.

Weighted cross validation in model selection

Marianthi Markatou, Claudio Agostinelli, Georgios Afendras, 2018, WIREs Computational Statistics.

Peripheral CXCR 3-Associated Chemokines as Biomarkers of Fibrosis in Chronic Hepatitis C Virus Infection

Marianthi Markatou, Marija Zeremski, Andrew H. Talal, 2009 .

Robust tests in nonlinear regression models

Marianthi Markatou, M. Markatou, George N. Manos, 1996 .

Peripheral CXCR3-associated chemokines as biomarkers of fibrosis in chronic hepatitis C virus infection.

Marianthi Markatou, Andrew H Talal, Marija Zeremski, 2009, The Journal of infectious diseases.

Optimality of training/test size and resampling effectiveness in cross-validation

Marianthi Markatou, Georgios Afendras, M. Markatou, 2019, Journal of Statistical Planning and Inference.

Robust statistical inference: weighted likelihoods or usual m-estimation?

Marianthi Markatou, 1996 .

Time-series clustering of gene expression in irradiated and bystander fibroblasts: an application of FBPA clustering

Marianthi Markatou, Anshu Sinha, Sally A Amundson, 2011, BMC Genomics.

A one-step robust estimator for regression based on the weighted likelihood reweighting scheme

Marianthi Markatou, Claudio Agostinelli, M. Markatou, 1998 .