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ORCIDMarianthi Markatou
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2020 – today
- 2024
[c7]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: 1-7- [i1]Giovanni Saraceno, Marianthi Markatou, Raktim Mukhopadhyay, Mojgan Golzy:
Goodness-of-Fit and Clustering of Spherical Data: the QuadratiK package in R and Python. CoRR abs/2402.02290 (2024) - 2023
- [j21]Saptarshi Chakraborty, Marianthi Markatou, Robert Ball:
Likelihood Ratio Test-Based Drug Safety Assessment using R Package \pkg{pvLRT}. R J. 15(1): 101-121 (2023) - 2021
- [j20]Elisavet M. Sofikitou, Ray Liu, Huipei Wang, Marianthi Markatou:
Distance-Based Estimation Methods for Models for Discrete and Mixed-Scale Data. Entropy 23(1): 107 (2021) - 2020
- [j19]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: 103622 (2020)
2010 – 2019
- 2018
- [j18]Marianthi Markatou, Yang Chen:
Non-Quadratic Distances in Model Assessment. Entropy 20(6): 464 (2018) - 2016
- [j17]Alex Foss, Marianthi Markatou, Bonnie Ray, Aliza Heching:
A semiparametric method for clustering mixed data. Mach. Learn. 105(3): 419-458 (2016) - 2015
- [j16]Xiwei Chen, Albert Vexler, Marianthi Markatou:
Empirical likelihood ratio confidence interval estimation of best linear combinations of biomarkers. Comput. Stat. Data Anal. 82: 186-198 (2015) - 2014
- [j15]Marianthi Markatou, Robert Ball:
A pattern discovery framework for adverse event evaluation and inference in spontaneous reporting systems. Stat. Anal. Data Min. 7(5): 352-367 (2014) - 2012
- [j14]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): 4 (2012) - [c6]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 - [c5]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: 576-587 - 2011
- [j13]Anshu Sinha, Marianthi Markatou:
A Platform for Processing Expression of Short Time Series (PESTS). BMC Bioinform. 12: 13 (2011) - [j12]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): 2677-2697 (2011) - [j11]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): 631-638 (2011) - 2010
- [j10]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): 595-601 (2010)
2000 – 2009
- 2009
- [j9]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): 328-337 (2009) - [j8]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): 759-767 (2009) - 2008
- [j7]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): 87-98 (2008) - [j6]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): 882-888 (2008) - [c4]Xiaoyan Wang, Amy E. Chused, Noémie Elhadad, Carol Friedman, Marianthi Markatou:
Automated Knowledge Acquisition from Clinical Narrative Reports. AMIA 2008 - 2007
- [j5]Hua Xu, Jung-Wei Fan, George Hripcsak, Eneida A. Mendonça, Marianthi Markatou, Carol Friedman:
Gene symbol disambiguation using knowledge-based profiles. Bioinform. 23(8): 1015-1022 (2007) - [j4]Hui Cao, George Hripcsak, Marianthi Markatou:
A statistical methodology for analyzing co-occurrence data from a large sample. J. Biomed. Informatics 40(3): 343-352 (2007) - [c3]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 - [c2]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: 1447-1451 - 2006
- [j3]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: 334 (2006) - [j2]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): 697-705 (2006) - 2005
- [j1]Marianthi Markatou, Hong Tian, Shameek Biswas, George Hripcsak:
Analysis of Variance of Cross-Validation Estimators of the Generalization Error. J. Mach. Learn. Res. 6: 1127-1168 (2005) - [c1]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
Coauthor Index
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