Marianthi Markatou

3.9k citations

87 papers · 2.7k indexed · h-index 31

Toxicology top 0.5%
- Pharmacovigilance and Adverse Drug Reactions 9
Statistics and Probability top 0.5%
- Advanced Statistical Methods and Models 28
- Statistical Methods and Inference 19
Hepatology top 2%
- Hepatitis C virus research 15
Health Information Management top 0.5%
Statistics, Probability and Uncertainty top 1%
- Advanced Statistical Process Monitoring 14
Molecular Biology
- Biomedical Text Mining and Ontologies 11
Epidemiology
- Liver Disease Diagnosis and Treatment 8
Artificial Intelligence
- Bayesian Methods and Mixture Models 6

Co-authors: George Hripcsak Andrew H. Talal C Friedman Bruce G. Lindsay Joël L. Horowitz Marija Zeremski Xiaofang Wang Rositsa B. Dimova
Cited by: Toxicology Statistics and Probability Hepatology
Journals: Journal of the American Statistical Association (7 papers)Journal of Biomedical Informatics (5 papers)Journal of the American Medical Informatics Association (4 papers)
Partner nations: United States India Italy

In The Last Decade

Marianthi Markatou

84 papers receiving 2.6k citations

Peers

Countries citing papers authored by Marianthi Markatou

Since Specialization

Citations

This map shows the geographic impact of Marianthi Markatou's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Marianthi Markatou with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Marianthi Markatou more than expected).

Fields of papers citing papers by Marianthi Markatou

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Marianthi Markatou. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Marianthi Markatou. The network helps show where Marianthi Markatou may publish in the future.

Co-authorship network

The 25 scholars most cited alongside Marianthi Markatou, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Marianthi Markatou Line = papers co-authored together Marianthi Markatou links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

#	Work
1	Facilitated Telemedicine as a Patient-Centered, Sociotechnical Intervention to Integrate Hepatitis C Treatment Into Opioid Treatment Programs and Overcome the Digital Divide Among Underserved Populations: Qualitative Study JMIR Public Health and Surveillance ·Andrew H. Talal,S Chartreusis,Marianthi Markatou,Lawrence S. Brown,Eluiza Macêdo Silva,Pongsarun Junshum and Siripen Traichaiyaporn,Lucas Nascimento,M. Mukouyama,Elisabeth J. Houtsmuller	2025	1
2	Flexible Empirical Bayesian Approaches to Pharmacovigilance for Simultaneous Signal Detection and Signal Strength Estimation in Spontaneous Reporting Systems Data Statistics in Medicine ·Oscar Contreras Moscoso,Marianthi Markatou,Saptarshi Chakraborty	2025	0
3	Trust but Verify: Lessons Learned for the Application of AI to Case-Based Clinical Decision-Making From Postmarketing Drug Safety Assessment at the US Food and Drug Administration Journal of Medical Internet Research ·Robert Ball,Andrew H. Talal,今橋猛,Mónica Muñoz,Marianthi Markatou	2024	8
4	Likelihood Ratio Test-Based Drug Safety Assessment using R Package \pkg{pvLRT} The R Journal ·Saptarshi Chakraborty,Marianthi Markatou,Robert Ball	2023	0
5	Social determinants of health derived from people with opioid use disorder: Improving data collection, integration and use with cross-domain collaboration and reproducible, data-centric, notebook-style workflows Frontiers in Medicine ·Marianthi Markatou,Oliver Kennedy,Qingyu Li,Lucas Nascimento,S Chartreusis,Andrew H. Talal	2023	2
6	High Satisfaction with Patient-Centered Telemedicine for Hepatitis C Virus Delivered to Substance Users: A Mixed-Methods Study Telemedicine Journal and e-Health ·Andrew H. Talal,Yuchen Ping,Kejia Wang,Suzanne S. Dickerson,Urmo Jaanimägi,Marianthi Markatou	2022	15
7	Distance-Based Estimation Methods for Models for Discrete and Mixed-Scale Data Entropy ·Yuchen Ping,Reece M. Hall,Yasuhiko Nagano,Marianthi Markatou	2021	1
8	A framework for patient-centered telemedicine: Application and lessons learned from vulnerable populations Journal of Biomedical Informatics ·Andrew H. Talal,Yuchen Ping,Urmo Jaanimägi,Marija Zeremski,Jonathan N. Tobin,Marianthi Markatou	2020	45
9	Hepatitis C virus core antigen: A potential alternative to HCV RNA testing among persons with substance use disorders Journal of Substance Abuse Treatment ·Andrew H. Talal,Yang Chen,Marija Zeremski,Marie Otekpo,Hélio Humberto Angotti Currara,Mary C. Kuhns,Lawrence S. Brown,Marianthi Markatou,Gavin Cloherty	2017	9
10	Text mining for the Vaccine Adverse Event Reporting System: medical text classification using informative feature selection Journal of the American Medical Informatics Association ·Taxiarchis Botsis,Michael Nguyen,Emily Jane Woo,Marianthi Markatou,Robert Ball	2011	91
11	Peripheral CXCR3‐Associated Chemokines as Biomarkers of Fibrosis in Chronic Hepatitis C Virus Infection The Journal of Infectious Diseases ·Marija Zeremski,Rositsa B. Dimova,Queenie B. Brown,Ira M. Jacobson,Marianthi Markatou,Andrew H. Talal	2009	97
12	Use abstracted patient-specific features to assist an information-theoretic measurement to assess similarity between medical cases Journal of Biomedical Informatics ·Hui Cao,Genevieve B. Melton,Marianthi Markatou,George Hripcsak	2008	27
13	Intrahepatic levels of CXCR3-associated chemokines correlate with liver inflammation and fibrosis in chronic hepatitis C Hepatology ·Marija Zeremski,Lydia M. Petrovic,Luis Chiriboga,Queenie B. Brown,Herman Yee,Milan Kinkhabwala,Ira M. Jacobson,Rositsa B. Dimova,Marianthi Markatou,Andrew H. Talal	2008	183
14	Quadratic distances on probabilities: A unified foundation Bruce G. Lindsay,Marianthi Markatou,Surajit Ray,Ke Yang,Shu‐Chuan Chen	2007	30
15	Early ribavirin pharmacokinetics, HCV RNA and alanine aminotransferase kinetics in HIV/HCV co-infected patients during treatment with pegylated interferon and ribavirin Journal of Hepatology ·Harel Dahari,Marianthi Markatou,Marija Zeremski,Ivan Haller,Ruy M. Ribeiro,Nicholas Oliveiri,Alan S. Perelson,Andrew H. Talal	2007	28
16	Machine learning and word sense disambiguation in the biomedical domain: design and evaluation issues BMC Bioinformatics ·Hua Xu,Marianthi Markatou,Rositsa B. Dimova,Hongfang Liu,Carol Friedman	2006	38
17	Pharmacodynamics of PEG-IFN α differentiate HIV/HCV coinfected sustained virological responders from nonresponders Hepatology ·Andrew H. Talal,Ruy M. Ribeiro,Kimberly A. Powers,Michael J. Grace,Constance Cullen,Musaddeq Hussain,Marianthi Markatou,Alan S. Perelson	2006	67
18	A statistical methodology for analyzing co-occurrence data from a large sample Journal of Biomedical Informatics ·刘筠梅,George Hripcsak,Marianthi Markatou	2006	37
19	Test of hypotheses based on the Weighted Likelihood Methodology Statistica Sinica ·Claudio Agostinelli,Marianthi Markatou	2001	30
20	Robust Bounded-Influence Tests in Linear Models Journal of the American Statistical Association ·Marianthi Markatou,Thomas P. Hettmansperger	1990	33

About Marianthi Markatou

Marianthi Markatou is a scholar working on Statistics and Probability, Toxicology and Statistics, Probability and Uncertainty, having authored 87 papers that have together received 2.7k indexed citations. Recurring topics across this work include Advanced Statistical Methods and Models (28 papers), Statistical Methods and Inference (19 papers), Hepatitis C virus research (15 papers), Advanced Statistical Process Monitoring (14 papers), Biomedical Text Mining and Ontologies (11 papers), Pharmacovigilance and Adverse Drug Reactions (9 papers), Liver Disease Diagnosis and Treatment (8 papers) and Bayesian Methods and Mixture Models (6 papers). The work is most often cited by research in Toxicology (228 citations), Statistics and Probability (528 citations) and Hepatology (490 citations). Marianthi Markatou has collaborated with scholars based in United States, India and Italy. Frequent co-authors include George Hripcsak, Andrew H. Talal, C Friedman, Bruce G. Lindsay, Joël L. Horowitz, Marija Zeremski, Xiaofang Wang, Rositsa B. Dimova, Hua Xu and Queenie B. Brown. Their work appears in journals such as Journal of the American Statistical Association, Journal of Biomedical Informatics, Journal of the American Medical Informatics Association, Journal of Statistical Planning and Inference and Statistics in Medicine.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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