Marianthi Markatou

Marianthi Markatou, Prabani Kuruppumullage Don, Jianying Hu, Fei Wang, Jimeng Sun, Robert Sorrentino, Shahram Ebadollahi: Case-based reasoning in comparative effectiveness research. IBM Journal of Research and Development 56(5): 4 (2012)

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

Anshu Sinha, Marianthi Markatou: A Platform for Processing Expression of Short Time Series (PESTS). BMC Bioinformatics 12: 13 (2011)

Rositsa Dimova, Marianthi Markatou, Andrew H. Talal: Information methods for model selection in linear mixed effects models with application to HCV data. Computational Statistics & Data Analysis 55(9): 2677-2697 (2011)

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. JAMIA 18(5): 631-638 (2011)

Xiaoyan Wang, Herbert S. Chase, Marianthi Markatou, George Hripcsak, Carol Friedman: Selecting information in electronic health records for knowledge acquisition. Journal of Biomedical Informatics 43(4): 595-601 (2010)

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. JAMIA 16(3): 328-337 (2009)

Anshu Sinha, George Hripcsak, Marianthi Markatou: Viewpoint Paper: Large Datasets in Biomedicine: A Discussion of Salient Analytic Issues. JAMIA 16(6): 759-767 (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. JAMIA 15(1): 87-98 (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. Journal of Biomedical Informatics 41(6): 882-888 (2008)

Hua Xu, Jung-Wei Fan, George Hripcsak, Eneida A. Mendonça, Marianthi Markatou, Carol Friedman: Gene symbol disambiguation using knowledge-based profiles. Bioinformatics 23(8): 1015-1022 (2007)

Hui Cao, George Hripcsak, Marianthi Markatou: A statistical methodology for analyzing co-occurrence data from a large sample. Journal of Biomedical Informatics 40(3): 343-352 (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: 1447-1451

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 Bioinformatics 7: 334 (2006)

Genevieve B. Melton, Simon Parsons, Frances P. Morrison, Adam S. Rothschild, Marianthi Markatou, George Hripcsak: Inter-patient distance metrics using SNOMED CT defining relationships. : 697-705 (2006)

Marianthi Markatou, Hong Tian, Shameek Biswas, George Hripcsak: Analysis of Variance of Cross-Validation Estimators of the Generalization Error. Journal of Machine Learning Research 6: 1127-1168 (2005)