Marianthi Markatou

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 7

Top Topics

Interval Estimation

Hypothesis Testing

Likelihood Ratio

Top Venues

Stat. Anal. Data Min.

Publications

Giovanni Saraceno, Marianthi Markatou, Raktim Mukhopadhyay, Mojgan Golzy
Goodness-of-Fit and Clustering of Spherical Data: the QuadratiK package in R and Python. CoRR (2024)
Pratik Pokharel, Juseung Lee, Oliver Kennedy, Marianthi Markatou, Andrew H. Talal, Jeff Good, Raktim Mukhopadhyay
Drag, Drop, Merge: A Tool for Streamlining Integration of Longitudinal Survey Instruments. HILDA@SIGMOD (2024)
Saptarshi Chakraborty, Marianthi Markatou, Robert Ball
Likelihood Ratio Test-Based Drug Safety Assessment using R Package \pkg{pvLRT}. R J. 15 (1) (2023)
Elisavet M. Sofikitou, Ray Liu, Huipei Wang, Marianthi Markatou
Distance-Based Estimation Methods for Models for Discrete and Mixed-Scale Data. Entropy 23 (1) (2021)
Andrew H. Talal, Elisavet M. Sofikitou, Urmo Jaanimägi, Marija Zeremski, Jonathan N. Tobin, Marianthi Markatou
A framework for patient-centered telemedicine: Application and lessons learned from vulnerable populations. J. Biomed. Informatics 112 (2020)
Marianthi Markatou, Yang Chen
Non-Quadratic Distances in Model Assessment. Entropy 20 (6) (2018)
Alex Foss, Marianthi Markatou, Bonnie Ray, Aliza Heching
A semiparametric method for clustering mixed data. Mach. Learn. 105 (3) (2016)
Xiwei Chen, Albert Vexler, Marianthi Markatou
Empirical likelihood ratio confidence interval estimation of best linear combinations of biomarkers. Comput. Stat. Data Anal. 82 (2015)
Marianthi Markatou, Robert Ball
A pattern discovery framework for adverse event evaluation and inference in spontaneous reporting systems. Stat. Anal. Data Min. 7 (5) (2014)
Dijun Luo, Fei Wang, Jimeng Sun, Marianthi Markatou, Jianying Hu, Shahram Ebadollahi
SOR: Scalable Orthogonal Regression for Low-Redundancy Feature Selection and its Healthcare Applications. SDM (2012)
Marianthi Markatou, Prabani Kuruppumullage Don, Jianying Hu, Fei Wang, Jimeng Sun, Robert Sorrentino, Shahram Ebadollahi
Case-based reasoning in comparative effectiveness research. IBM J. Res. Dev. 56 (5) (2012)
Jimeng Sun, Jianying Hu, Dijun Luo, Marianthi Markatou, Fei Wang, Shahram Ebadollahi, Zahra Daar, Walter F. Stewart
Combining Knowledge and Data Driven Insights for Identifying Risk Factors using Electronic Health Records. AMIA (2012)
Taxiarchis Botsis, Michael D. Nguyen, Emily Jane Woo, Marianthi Markatou, Robert Ball
Text mining for the Vaccine Adverse Event Reporting System: medical text classification using informative feature selection. J. Am. Medical Informatics Assoc. 18 (5) (2011)
Rositsa Dimova, Marianthi Markatou, Andrew H. Talal
Information methods for model selection in linear mixed effects models with application to HCV data. Comput. Stat. Data Anal. 55 (9) (2011)
Anshu Sinha, Marianthi Markatou
A Platform for Processing Expression of Short Time Series (PESTS). BMC Bioinform. 12 (2011)
Xiaoyan Wang, Herbert S. Chase, Marianthi Markatou, George Hripcsak, Carol Friedman
Selecting information in electronic health records for knowledge acquisition. J. Biomed. Informatics 43 (4) (2010)
Anshu Sinha, George Hripcsak, Marianthi Markatou
Viewpoint Paper: Large Datasets in Biomedicine: A Discussion of Salient Analytic Issues. J. Am. Medical Informatics Assoc. 16 (6) (2009)
Xiaoyan Wang, George Hripcsak, Marianthi Markatou, Carol Friedman
Research Paper: Active Computerized Pharmacovigilance Using Natural Language Processing, Statistics, and Electronic Health Records: A Feasibility Study. J. Am. Medical Informatics Assoc. 16 (3) (2009)
Elizabeth S. Chen, George Hripcsak, Hua Xu, Marianthi Markatou, Carol Friedman
Research Paper: Automated Acquisition of Disease-Drug Knowledge from Biomedical and Clinical Documents: An Initial Study. J. Am. Medical Informatics Assoc. 15 (1) (2008)
Hui Cao, Genevieve B. Melton, Marianthi Markatou, George Hripcsak
Use abstracted patient-specific features to assist an information-theoretic measurement to assess similarity between medical cases. J. Biomed. Informatics 41 (6) (2008)
Xiaoyan Wang, Amy E. Chused, Noémie Elhadad, Carol Friedman, Marianthi Markatou
Automated Knowledge Acquisition from Clinical Narrative Reports. AMIA (2008)
Elizabeth S. Chen, Peter D. Stetson, Yves A. Lussier, Marianthi Markatou, George Hripcsak, Carol Friedman
Detection of Practice Pattern Trends through Natural Language Processing of Clinical Narratives and Biomedical Literature. AMIA (2007)
Hua Xu, Jung-Wei Fan, George Hripcsak, Eneida A. Mendonça, Marianthi Markatou, Carol Friedman
Gene symbol disambiguation using knowledge-based profiles. Bioinform. 23 (8) (2007)
Hui Cao, George Hripcsak, Marianthi Markatou
A statistical methodology for analyzing co-occurrence data from a large sample. J. Biomed. Informatics 40 (3) (2007)
Suzanne Bakken, W. Dan Roberts, Elizabeth S. Chen, Joann Dilone, Nam-Ju Lee, Eneida A. Mendonça, Marianthi Markatou
PDA-based Informatics Strategies for Tobacco Use Screening and Smoking Cessation Management: A Case Study. MedInfo (2007)
Genevieve B. Melton, Simon Parsons, Frances P. Morrison, Adam S. Rothschild, Marianthi Markatou, George Hripcsak
Inter-patient distance metrics using SNOMED CT defining relationships. J. Biomed. Informatics 39 (6) (2006)
Hua Xu, Marianthi Markatou, Rositsa Dimova, Hongfang Liu, Carol Friedman
Machine learning and word sense disambiguation in the biomedical domain: design and evaluation issues. BMC Bioinform. 7 (2006)
Hui Cao, Marianthi Markatou, Genevieve B. Melton, Michael F. Chiang, George Hripcsak
Mining a clinical data warehouse to discover disease-finding associations using co-occurrence statistics. AMIA (2005)
Marianthi Markatou, Hong Tian, Shameek Biswas, George Hripcsak
Analysis of Variance of Cross-Validation Estimators of the Generalization Error. J. Mach. Learn. Res. 6 (2005)