Marissa Burgermaster

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 12

Top Topics

Visual Analytics

Expert Knowledge

Clinical Decision Support

Top Venues

Int. J. Medical Informatics

J. Biomed. Informatics

Publications

Marissa Burgermaster, Pooja M. Desai, Elizabeth M. Heitkemper, Filippa Juul, Elliot G. Mitchell, Meghan Reading Turchioe, David J. Albers, Matthew E. Levine, Dagny Larson, Lena Mamykina
Who needs what (features) when? Personalizing engagement with data-driven self-management to improve health equity. J. Biomed. Informatics 144 (2023)
Marissa Burgermaster, Madalyn Rosenthal, William M. Tierney, Brandon Altillo, Eric Nordquist, Christina Enriquez, Steven Andrews, Caroline Klatt, Grant Daniels
Nutri: A Behavioral Science-Based Clinical Decision Support System for Chronic Disease Management. AMIA (2022)
Elliot G. Mitchell, Elizabeth M. Heitkemper, Marissa Burgermaster, Matthew E. Levine, Yishen Miao, Maria L. Hwang, Pooja M. Desai, Andrea Cassells, Jonathan N. Tobin, Esteban G. Tabak, David J. Albers, Arlene M. Smaldone, Lena Mamykina
From Reflection to Action: Combining Machine Learning with Expert Knowledge for Nutrition Goal Recommendations. CHI (2021)
Meghan Reading Turchioe, Marissa Burgermaster, Elliot G. Mitchell, Pooja M. Desai, Lena Mamykina
Adapting the stage-based model of personal informatics for low-resource communities in the context of type 2 diabetes. J. Biomed. Informatics 110 (2020)
Marissa Burgermaster, Jung Hoon Son, Patricia G. Davidson, Arlene M. Smaldone, Gilad Kuperman, Daniel J. Feller, Katherine Gardner Burt, Matthew E. Levine, David J. Albers, Chunhua Weng, Lena Mamykina
A new approach to integrating patient-generated data with expert knowledge for personalized goal setting: A pilot study. Int. J. Medical Informatics 139 (2020)
Elliot G. Mitchell, Marissa Burgermaster, Elizabeth M. Heitkemper, Matthew E. Levine, Yishen Miao, Esteban G. Tabak, Arlene M. Smaldone, David J. Albers, Lena Mamykina
Feasibility of a machine learning based method to generate personalized nutrition goals for diabetes self-management. AMIA (2019)
Meghan Reading Turchioe, Elizabeth M. Heitkemper, Maichou Lor, Marissa Burgermaster, Lena Mamykina
Designing for engagement with self-monitoring: A user-centered approach with low-income, Latino adults with Type 2 Diabetes. Int. J. Medical Informatics 130 (2019)
Michelle M. Chau, Marissa Burgermaster, Lena Mamykina
The use of social media in nutrition interventions for adolescents and young adults - A systematic review. Int. J. Medical Informatics 120 (2018)
Elliot G. Mitchell, Marissa Burgermaster, Elizabeth M. Heitkemper, Meghan J. Reading, Matthew E. Levine, Yishen Miao, Pooja M. Desai, Lena Mamykina
An Intelligent Voice Assistant for Diabetes Self-Management: T2D2 - Taming Type 2 Diabetes, Together. AMIA (2018)
Daniel J. Feller, Marissa Burgermaster, Matthew E. Levine, Arlene M. Smaldone, Patricia G. Davidson, David J. Albers, Lena Mamykina
A visual analytics approach for pattern-recognition in patient-generated data. J. Am. Medical Informatics Assoc. 25 (10) (2018)
Marissa Burgermaster, Krzysztof Z. Gajos, Patricia G. Davidson, Lena Mamykina
The Role of Explanations in Casual Observational Learning about Nutrition. CHI (2017)
Daniel J. Feller, Marissa Burgermaster, Lena Mamykina
Using Visual Analytics and Patient-Generated Data to Support Clinical Decision-Making in the Context of Nutritional Therapy for Individuals with Diabetes. AMIA (2017)