Marianthi Markatou

33 papers A 1Misc 4Journal 26Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
AUK-based test for mutual independence and an index of mutual dependence.
J. Multivar. Anal.
Georgios Afendras, Marianthi Markatou, Nickos Papantonis
2026 J jnl
SurVigilance: An application for accessing global pharmacovigilance data.
SoftwareX
Raktim Mukhopadhyay, Marianthi Markatou
2025 J jnl
QuadratiK: A Python and R package for clustering on the sphere and goodness-of-fit tests.
SoftwareX
Giovanni Saraceno, Raktim Mukhopadhyay, Marianthi Markatou
2025 J jnl
SurVigilance: An Application for Accessing Global Pharmacovigilance Data.
CoRR
Raktim Mukhopadhyay, Marianthi Markatou
2024 — conf
Drag, Drop, Merge: A Tool for Streamlining Integration of Longitudinal Survey Instruments.
HILDA@SIGMOD
Pratik Pokharel, Juseung Lee, Oliver Kennedy, Marianthi Markatou, Andrew H. Talal, Jeff Good, Raktim Mukhopadhyay
2024 J jnl
Goodness-of-Fit and Clustering of Spherical Data: the QuadratiK package in R and Python.
CoRR
Giovanni Saraceno, Marianthi Markatou, Raktim Mukhopadhyay, Mojgan Golzy
2023 J jnl
Likelihood Ratio Test-Based Drug Safety Assessment using R Package \pkg{pvLRT}.
R J.
Saptarshi Chakraborty, Marianthi Markatou, Robert Ball
2021 J jnl
Distance-Based Estimation Methods for Models for Discrete and Mixed-Scale Data.
Entropy
Elisavet M. Sofikitou, Ray Liu, Huipei Wang, Marianthi Markatou
2020 J jnl
A framework for patient-centered telemedicine: Application and lessons learned from vulnerable populations.
J. Biomed. Informatics
Andrew H. Talal, Elisavet M. Sofikitou, Urmo Jaanimägi, Marija Zeremski, Jonathan N. Tobin, Marianthi Markatou
2018 J jnl
Non-Quadratic Distances in Model Assessment.
Entropy
Marianthi Markatou, Yang Chen
2016 J jnl
A semiparametric method for clustering mixed data.
Mach. Learn.
Alex Foss, Marianthi Markatou, Bonnie Ray, Aliza Heching
2015 J jnl
Empirical likelihood ratio confidence interval estimation of best linear combinations of biomarkers.
Comput. Stat. Data Anal.
Xiwei Chen, Albert Vexler, Marianthi Markatou
2014 J jnl
A pattern discovery framework for adverse event evaluation and inference in spontaneous reporting systems.
Stat. Anal. Data Min.
Marianthi Markatou, Robert Ball
2012 J jnl
Case-based reasoning in comparative effectiveness research.
IBM J. Res. Dev.
Marianthi Markatou, Prabani Kuruppumullage Don, Jianying Hu, Fei Wang, Jimeng Sun, Robert Sorrentino, Shahram Ebadollahi
2012 Misc conf
Combining Knowledge and Data Driven Insights for Identifying Risk Factors using Electronic Health Records.
AMIA
Jimeng Sun, Jianying Hu, Dijun Luo, Marianthi Markatou, Fei Wang, Shahram Ebadollahi, Zahra Daar, Walter F. Stewart
2012 A conf
SOR: Scalable Orthogonal Regression for Low-Redundancy Feature Selection and its Healthcare Applications.
SDM
Dijun Luo, Fei Wang, Jimeng Sun, Marianthi Markatou, Jianying Hu, Shahram Ebadollahi
2011 J jnl
A Platform for Processing Expression of Short Time Series (PESTS).
BMC Bioinform.
Anshu Sinha, Marianthi Markatou
2011 J jnl
Information methods for model selection in linear mixed effects models with application to HCV data.
Comput. Stat. Data Anal.
Rositsa Dimova, Marianthi Markatou, Andrew H. Talal
2011 J jnl
Text mining for the Vaccine Adverse Event Reporting System: medical text classification using informative feature selection.
J. Am. Medical Informatics Assoc.
Taxiarchis Botsis, Michael D. Nguyen, Emily Jane Woo, Marianthi Markatou, Robert Ball
2010 J jnl
Selecting information in electronic health records for knowledge acquisition.
J. Biomed. Informatics
Xiaoyan Wang, Herbert S. Chase, Marianthi Markatou, George Hripcsak, Carol Friedman
2009 J jnl
Research Paper: Active Computerized Pharmacovigilance Using Natural Language Processing, Statistics, and Electronic Health Records: A Feasibility Study.
J. Am. Medical Informatics Assoc.
Xiaoyan Wang, George Hripcsak, Marianthi Markatou, Carol Friedman
2009 J jnl
Viewpoint Paper: Large Datasets in Biomedicine: A Discussion of Salient Analytic Issues.
J. Am. Medical Informatics Assoc.
Anshu Sinha, George Hripcsak, Marianthi Markatou
2008 Misc conf
Automated Knowledge Acquisition from Clinical Narrative Reports.
AMIA
Xiaoyan Wang, Amy E. Chused, Noémie Elhadad, Carol Friedman, Marianthi Markatou
2008 J jnl
Research Paper: Automated Acquisition of Disease-Drug Knowledge from Biomedical and Clinical Documents: An Initial Study.
J. Am. Medical Informatics Assoc.
Elizabeth S. Chen, George Hripcsak, Hua Xu, Marianthi Markatou, Carol Friedman
2008 J jnl
Use abstracted patient-specific features to assist an information-theoretic measurement to assess similarity between medical cases.
J. Biomed. Informatics
Hui Cao, Genevieve B. Melton, Marianthi Markatou, George Hripcsak
2007 J jnl
A statistical methodology for analyzing co-occurrence data from a large sample.
J. Biomed. Informatics
Hui Cao, George Hripcsak, Marianthi Markatou
2007 Misc conf
Detection of Practice Pattern Trends through Natural Language Processing of Clinical Narratives and Biomedical Literature.
AMIA
Elizabeth S. Chen, Peter D. Stetson, Yves A. Lussier, Marianthi Markatou, George Hripcsak, Carol Friedman
2007 J jnl
Gene symbol disambiguation using knowledge-based profiles.
Bioinform.
Hua Xu, Jungwei Fan, George Hripcsak, Eneida A. Mendonça, Marianthi Markatou, Carol Friedman
2007 — conf
PDA-based Informatics Strategies for Tobacco Use Screening and Smoking Cessation Management: A Case Study.
MedInfo
Suzanne Bakken, W. Dan Roberts, Elizabeth S. Chen, Joann Dilone, Nam-Ju Lee, Eneida A. Mendonça, Marianthi Markatou
2006 J jnl
Inter-patient distance metrics using SNOMED CT defining relationships.
J. Biomed. Informatics
Genevieve B. Melton, Simon Parsons, Frances P. Morrison, Adam S. Rothschild, Marianthi Markatou, George Hripcsak
2006 J jnl
Machine learning and word sense disambiguation in the biomedical domain: design and evaluation issues.
BMC Bioinform.
Hua Xu, Marianthi Markatou, Rositsa Dimova, Hongfang Liu, Carol Friedman
2005 J jnl
Analysis of Variance of Cross-Validation Estimators of the Generalization Error.
J. Mach. Learn. Res.
Marianthi Markatou, Hong Tian, Shameek Biswas, George Hripcsak
2005 Misc conf
Mining a clinical data warehouse to discover disease-finding associations using co-occurrence statistics.
AMIA
Hui Cao, Marianthi Markatou, Genevieve B. Melton, Michael F. Chiang, George Hripcsak