Marianthi Markatou

Orcid: 0000-0002-1453-8229

According to our database1, Marianthi Markatou authored at least 29 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Goodness-of-Fit and Clustering of Spherical Data: the QuadratiK package in R and Python.
CoRR, 2024

Drag, Drop, Merge: A Tool for Streamlining Integration of Longitudinal Survey Instruments.
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}.
R J., March, 2023

2021
Distance-Based Estimation Methods for Models for Discrete and Mixed-Scale Data.
Entropy, 2021

2020
A framework for patient-centered telemedicine: Application and lessons learned from vulnerable populations.
J. Biomed. Informatics, 2020

2018
Non-Quadratic Distances in Model Assessment.
Entropy, 2018

2016
A semiparametric method for clustering mixed data.
Mach. Learn., 2016

2015
Empirical likelihood ratio confidence interval estimation of best linear combinations of biomarkers.
Comput. Stat. Data Anal., 2015

2014
A pattern discovery framework for adverse event evaluation and inference in spontaneous reporting systems.
Stat. Anal. Data Min., 2014

2012
Case-based reasoning in comparative effectiveness research.
IBM J. Res. Dev., 2012

SOR: Scalable Orthogonal Regression for Low-Redundancy Feature Selection and its Healthcare Applications.
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.
Proceedings of the AMIA 2012, 2012

2011
Text mining for the Vaccine Adverse Event Reporting System: medical text classification using informative feature selection.
J. Am. Medical Informatics Assoc., 2011

Information methods for model selection in linear mixed effects models with application to HCV data.
Comput. Stat. Data Anal., 2011

A Platform for Processing Expression of Short Time Series (PESTS).
BMC Bioinform., 2011

2010
Selecting information in electronic health records for knowledge acquisition.
J. Biomed. Informatics, 2010

2009
Research Paper: Active Computerized Pharmacovigilance Using Natural Language Processing, Statistics, and Electronic Health Records: A Feasibility Study.
J. Am. Medical Informatics Assoc., 2009

Viewpoint Paper: Large Datasets in Biomedicine: A Discussion of Salient Analytic Issues.
J. Am. Medical Informatics Assoc., 2009

2008
Use abstracted patient-specific features to assist an information-theoretic measurement to assess similarity between medical cases.
J. Biomed. Informatics, 2008

Research Paper: Automated Acquisition of Disease-Drug Knowledge from Biomedical and Clinical Documents: An Initial Study.
J. Am. Medical Informatics Assoc., 2008

Automated Knowledge Acquisition from Clinical Narrative Reports.
Proceedings of the AMIA 2008, 2008

2007
A statistical methodology for analyzing co-occurrence data from a large sample.
J. Biomed. Informatics, 2007

Gene symbol disambiguation using knowledge-based profiles.
Bioinform., 2007

PDA-based Informatics Strategies for Tobacco Use Screening and Smoking Cessation Management: A Case Study.
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.
Proceedings of the AMIA 2007, 2007

2006
Inter-patient distance metrics using SNOMED CT defining relationships.
J. Biomed. Informatics, 2006

Machine learning and word sense disambiguation in the biomedical domain: design and evaluation issues.
BMC Bioinform., 2006

2005
Analysis of Variance of Cross-Validation Estimators of the Generalization Error.
J. Mach. Learn. Res., 2005

Mining a clinical data warehouse to discover disease-finding associations using co-occurrence statistics.
Proceedings of the AMIA 2005, 2005


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