Agni Orfanoudaki - Concepedia

Author

Agni Orfanoudaki

Massachusetts Institute of Technology ORCID

Also Known As

Agni Orfanoudaki, Orfanoudaki, Agni

Publications

757

Citations

H-Index

Concepts

All Affiliations

Massachusetts Institute of Technology Hartford Financial Services (United States)University of Oxford Hartford Hospital Harvard University

About

Agni Orfanoudaki is an author at Massachusetts Institute of Technology specializing in engineering, health informatics, and data science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	5	5	285
2	Public Health	4	4	125
3	Medicine	3	3	168
4	Biostatistics	2	2	57
5	Language Studies	1	1	22

Agni Orfanoudaki

Publications

723

Citations

H-Index

Page 1

	Year	Citations
COVID-19 mortality risk assessment: An international multi-center study Dimitris Bertsimas, Galit Lukin, Luca Mingardi, PLoS ONE	2020	189
Interpretable clustering: an optimization approach Dimitris Bertsimas, Agni Orfanoudaki, Holly Wiberg Machine Learning Document ClusteringEngineeringData ScienceData MiningKnowledge Discovery	2020	106
Machine learning and natural language processing methods to identify ischemic stroke, acuity and location from radiology reports Charlene Ong, Agni Orfanoudaki, Rebecca Zhang, PLoS ONE EngineeringMachine LearningIntelligent DiagnosticsDiagnosisCerebrovascular Disease	2020	100
From predictions to prescriptions: A data-driven response to COVID-19 Dimitris Bertsimas, Léonard Boussioux, Ryan Cory-Wright, Health Care Management Science	2021	80
COVID-19 Mortality Risk Assessment: An International Multi-Center Study Dimitris Bertsimas, Galit Lukin, Luca Mingardi, PrognosisPopulation Health SciencesDerivation CohortCovid-19 EpidemiologyLogistic Analysis	2020	56
Machine learning provides evidence that stroke risk is not linear: The non-linear Framingham stroke risk score Agni Orfanoudaki, Emma Chesley, Christian Cadisch, PLoS ONE	2020	48
Optimal survival trees Dimitris Bertsimas, Jack Dunn, Emma Gibson, Machine Learning Mathematical ProgrammingEngineeringAbstract Tree-based ModelsPrognosisComputational Medicine	2022	36
Natural Language Processing of Radiology Reports to Detect Complications of Ischemic Stroke Matthew I. Miller, Agni Orfanoudaki, Michael Cronin, Neurocritical Care Natural Language ProcessingLanguage DocumentationEngineeringIschemic StrokeText Processing	2022	22
Interpretable Clustering via Optimal Trees Dimitris Bertsimas, Agni Orfanoudaki, Holly Wiberg arXiv (Cornell University) EngineeringMachine LearningMachine Learning ToolUnsupervised Machine LearningComputational Medicine	2018	21
Machine learning models for mitral valve replacement: A comparative analysis with the Society of Thoracic Surgeons risk score Agni Orfanoudaki, Aikaterini Giannoutsou, Sabet W. Hashim, Journal of Cardiac Surgery	2021	16

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