Marianthi Markatou

According to our database, Marianthi Markatou authored at least 29 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Goodness-of-Fit and Clustering of Spherical Data: the QuadratiK package in R and Python.

Giovanni Saraceno, Marianthi Markatou, Raktim Mukhopadhyay, Mojgan Golzy

CoRR, 2024

Drag, Drop, Merge: A Tool for Streamlining Integration of Longitudinal Survey Instruments.

Pratik Pokharel, Juseung Lee, Oliver Kennedy, Marianthi Markatou, Andrew H. Talal, Jeff Good, Raktim Mukhopadhyay

Proceedings of the 2024 Workshop on Human-In-the-Loop Data Analytics, 2024

2023

Likelihood Ratio Test-Based Drug Safety Assessment using R Package \pkg{pvLRT}.

Saptarshi Chakraborty, Marianthi Markatou, Robert Ball

R J., March, 2023

2021

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

Elisavet M. Sofikitou, Ray Liu, Huipei Wang, Marianthi Markatou

Entropy, 2021

2020

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

Andrew H. Talal, Elisavet M. Sofikitou, Urmo Jaanimägi, Marija Zeremski, Jonathan N. Tobin, Marianthi Markatou

J. Biomed. Informatics, 2020

2018

Non-Quadratic Distances in Model Assessment.

Marianthi Markatou, Yang Chen

Entropy, 2018

2016

A semiparametric method for clustering mixed data.

Alex Foss, Marianthi Markatou, Bonnie Ray, Aliza Heching

Mach. Learn., 2016

2015

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

Xiwei Chen, Albert Vexler, Marianthi Markatou

Comput. Stat. Data Anal., 2015

2014

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

Marianthi Markatou, Robert Ball

Stat. Anal. Data Min., 2014

2012

Case-based reasoning in comparative effectiveness research.

Marianthi Markatou, Prabani Kuruppumullage Don, Jianying Hu, Fei Wang, Jimeng Sun, Robert Sorrentino, Shahram Ebadollahi

IBM J. Res. Dev., 2012

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

Dijun Luo, Fei Wang, Jimeng Sun, Marianthi Markatou, Jianying Hu, Shahram Ebadollahi

Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012

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

Jimeng Sun, Jianying Hu, Dijun Luo, Marianthi Markatou, Fei Wang, Shahram Ebadollahi, Zahra Daar, Walter F. Stewart

Proceedings of the AMIA 2012, 2012

2011

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

Taxiarchis Botsis, Michael D. Nguyen, Emily Jane Woo, Marianthi Markatou, Robert Ball

J. Am. Medical Informatics Assoc., 2011

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

Rositsa Dimova, Marianthi Markatou, Andrew H. Talal

Comput. Stat. Data Anal., 2011

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

Anshu Sinha, Marianthi Markatou

BMC Bioinform., 2011

2010

Selecting information in electronic health records for knowledge acquisition.

Xiaoyan Wang, Herbert S. Chase, Marianthi Markatou, George Hripcsak, Carol Friedman

J. Biomed. Informatics, 2010

2009

Research Paper: Active Computerized Pharmacovigilance Using Natural Language Processing, Statistics, and Electronic Health Records: A Feasibility Study.

Xiaoyan Wang, George Hripcsak, Marianthi Markatou, Carol Friedman

J. Am. Medical Informatics Assoc., 2009

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

Anshu Sinha, George Hripcsak, Marianthi Markatou

J. Am. Medical Informatics Assoc., 2009

2008

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

Hui Cao, Genevieve B. Melton, Marianthi Markatou, George Hripcsak

J. Biomed. Informatics, 2008

Research Paper: Automated Acquisition of Disease-Drug Knowledge from Biomedical and Clinical Documents: An Initial Study.

Elizabeth S. Chen, George Hripcsak, Hua Xu, Marianthi Markatou, Carol Friedman

J. Am. Medical Informatics Assoc., 2008

Automated Knowledge Acquisition from Clinical Narrative Reports.

Xiaoyan Wang, Amy E. Chused, Noémie Elhadad, Carol Friedman, Marianthi Markatou

Proceedings of the AMIA 2008, 2008

2007

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

Hui Cao, George Hripcsak, Marianthi Markatou

J. Biomed. Informatics, 2007

Gene symbol disambiguation using knowledge-based profiles.

Hua Xu, Jungwei Fan, George Hripcsak, Eneida A. Mendonça, Marianthi Markatou, Carol Friedman

Bioinform., 2007

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

Suzanne Bakken, W. Dan Roberts, Elizabeth S. Chen, Joann Dilone, Nam-Ju Lee, Eneida A. Mendonça, Marianthi Markatou

Proceedings of the MEDINFO 2007 - Proceedings of the 12th World Congress on Health (Medical) Informatics, 2007

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

Elizabeth S. Chen, Peter D. Stetson, Yves A. Lussier, Marianthi Markatou, George Hripcsak, Carol Friedman

Proceedings of the AMIA 2007, 2007

2006

Inter-patient distance metrics using SNOMED CT defining relationships.

Genevieve B. Melton, Simon Parsons, Frances P. Morrison, Adam S. Rothschild, Marianthi Markatou, George Hripcsak

J. Biomed. Informatics, 2006

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

Hua Xu, Marianthi Markatou, Rositsa Dimova, Hongfang Liu, Carol Friedman

BMC Bioinform., 2006

2005

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

Marianthi Markatou, Hong Tian, Shameek Biswas, George Hripcsak

J. Mach. Learn. Res., 2005

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

Hui Cao, Marianthi Markatou, Genevieve B. Melton, Michael F. Chiang, George Hripcsak

Proceedings of the AMIA 2005, 2005