Matthew E. Levine - Concepedia

Author

Matthew E. Levine

California Institute of Technology ORCID

Also Known As

Levine, M, Levine, M. E., Levine, Matthew E, Levine, Matthew E., MATTHEW E. LEVINE, Matthew E Levine, Matthew E. Levine, Matthew Levine

Publications

848

Citations

H-Index

Concepts

All Affiliations

California Institute of Technology Columbia University University of Colorado Denver University of Colorado Anschutz Medical Campus The University of Texas at Austin

About

Matthew E. Levine is an author at California Institute of Technology specializing in engineering, public health, and health informatics.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	7	7	286
2	Public Health	5	5	293
3	Medicine	3	3	85
4	Management	2	2	79
5	Nursing	2	2	33

Matthew E. Levine

Publications

750

Citations

H-Index

Page 1

	Year	Citations
Personalized glucose forecasting for type 2 diabetes using data assimilation David J. Albers, Matthew E. Levine, Bruce J. Gluckman, PLoS Computational Biology Forecasting MethodologyEngineeringMachine LearningArtificial PancreasData Assimilation	2017	105
Personal Health Oracle Pooja M. Desai, Elliot G. Mitchell, Maria L. Hwang, Health PolicyPersonal Glucose ForecastsHealth DataHealth CommunicationDiabetes	2019	68
A framework for machine learning of model error in dynamical systems Matthew E. Levine, Andrew M. Stuart Communications of the American Mathematical Society EngineeringMachine LearningIntelligent SystemsLifelong Reinforcement LearningGeneralization Error	2022	60
Ensemble Kalman methods with constraints David J. Albers, Paul-Adrien Blancquart, Matthew E. Levine, Inverse Problems State EstimationNonlinear System IdentificationParameter IdentificationParameter EstimationEngineering	2019	59
From Reflection to Action: Combining Machine Learning with Expert Knowledge for Nutrition Goal Recommendations Elliot G. Mitchell, Elizabeth Heitkemper, Marissa Burgermaster, NutritionMachine LearningSelf-managementPublic Health NutritionSelf-management Interventions	2021	55
Pictures Worth a Thousand Words Pooja M. Desai, Matthew E. Levine, David J. Albers, Interactive VisualizationFocus GroupsDiabetes ManagementBlood Glucose ForecastsText-to-image Retrieval	2018	49
Effect of vocabulary mapping for conditions on phenotype cohorts George Hripcsak, Matthew E. Levine, Ning Shang, Journal of the American Medical Informatics Association	2018	47
Mechanistic machine learning: how data assimilation leverages physiologic knowledge using Bayesian inference to forecast the future, infer the present, and phenotype David J. Albers, Matthew E. Levine, Andrew M. Stuart, Journal of the American Medical Informatics Association	2018	43
Acclimation of a non-indigenous sub-Arctic population: seasonal variation in thyroid function in interior Alaska Matthew E. Levine, Lawrence K. Duffy, Dan C. Moore, Comparative Biochemistry and Physiology Part A Physiology Arctic StructureThyroid FunctionThyroid DiseaseGeographyThyroid Hormone	1995	39
A visual analytics approach for pattern-recognition in patient-generated data Daniel J. Feller, Marissa Burgermaster, Matthew E. Levine, Journal of the American Medical Informatics Association	2018	39

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