Marissa Burgermaster

12 papers A* 2Misc 4Journal 6
YearRankTypeTitle / Venue / Authors
2023 J jnl
Who needs what (features) when? Personalizing engagement with data-driven self-management to improve health equity.
J. Biomed. Informatics
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
2022 Misc conf
Nutri: A Behavioral Science-Based Clinical Decision Support System for Chronic Disease Management.
AMIA
Marissa Burgermaster, Madalyn Rosenthal, William M. Tierney, Brandon Altillo, Eric Nordquist, Christina Enriquez, Steven Andrews, Caroline Klatt, Grant Daniels
2021 A* conf
From Reflection to Action: Combining Machine Learning with Expert Knowledge for Nutrition Goal Recommendations.
CHI
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
2020 J jnl
A new approach to integrating patient-generated data with expert knowledge for personalized goal setting: A pilot study.
Int. J. Medical Informatics
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
2020 J jnl
Adapting the stage-based model of personal informatics for low-resource communities in the context of type 2 diabetes.
J. Biomed. Informatics
Meghan Reading Turchioe, Marissa Burgermaster, Elliot G. Mitchell, Pooja M. Desai, Lena Mamykina
2019 J jnl
Designing for engagement with self-monitoring: A user-centered approach with low-income, Latino adults with Type 2 Diabetes.
Int. J. Medical Informatics
Meghan Reading Turchioe, Elizabeth M. Heitkemper, Maichou Lor, Marissa Burgermaster, Lena Mamykina
2019 Misc conf
Feasibility of a machine learning based method to generate personalized nutrition goals for diabetes self-management.
AMIA
Elliot G. Mitchell, Marissa Burgermaster, Elizabeth M. Heitkemper, Matthew E. Levine, Yishen Miao, Esteban G. Tabak, Arlene M. Smaldone, David J. Albers, Lena Mamykina
2018 J jnl
A visual analytics approach for pattern-recognition in patient-generated data.
J. Am. Medical Informatics Assoc.
Daniel J. Feller, Marissa Burgermaster, Matthew E. Levine, Arlene M. Smaldone, Patricia G. Davidson, David J. Albers, Lena Mamykina
2018 Misc conf
An Intelligent Voice Assistant for Diabetes Self-Management: T2D2 - Taming Type 2 Diabetes, Together.
AMIA
Elliot G. Mitchell, Marissa Burgermaster, Elizabeth M. Heitkemper, Meghan J. Reading, Matthew E. Levine, Yishen Miao, Pooja M. Desai, Lena Mamykina
2018 J jnl
The use of social media in nutrition interventions for adolescents and young adults - A systematic review.
Int. J. Medical Informatics
Michelle M. Chau, Marissa Burgermaster, Lena Mamykina
2017 A* conf
The Role of Explanations in Casual Observational Learning about Nutrition.
CHI
Marissa Burgermaster, Krzysztof Z. Gajos, Patricia G. Davidson, Lena Mamykina
2017 Misc conf
Using Visual Analytics and Patient-Generated Data to Support Clinical Decision-Making in the Context of Nutritional Therapy for Individuals with Diabetes.
AMIA
Daniel J. Feller, Marissa Burgermaster, Lena Mamykina