Marissa Burgermaster

According to our database, Marissa Burgermaster authored at least 12 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Who needs what (features) when? Personalizing engagement with data-driven self-management to improve health equity.

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

J. Biomed. Informatics, August, 2023

2022

Nutri: A Behavioral Science-Based Clinical Decision Support System for Chronic Disease Management.

Marissa Burgermaster, Madalyn Rosenthal, William M. Tierney, Brandon Altillo, Eric Nordquist, Christina Enriquez, Steven Andrews, Caroline Klatt, Grant Daniels

Proceedings of the AMIA 2022, 2022

2021

From Reflection to Action: Combining Machine Learning with Expert Knowledge for Nutrition Goal Recommendations.

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

Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

2020

Adapting the stage-based model of personal informatics for low-resource communities in the context of type 2 diabetes.

Meghan Reading Turchioe, Marissa Burgermaster, Elliot G. Mitchell, Pooja M. Desai, Lena Mamykina

J. Biomed. Informatics, 2020

A new approach to integrating patient-generated data with expert knowledge for personalized goal setting: A pilot study.

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

Int. J. Medical Informatics, 2020

2019

Designing for engagement with self-monitoring: A user-centered approach with low-income, Latino adults with Type 2 Diabetes.

Meghan Reading Turchioe, Elizabeth M. Heitkemper, Maichou Lor, Marissa Burgermaster, Lena Mamykina

Int. J. Medical Informatics, 2019

Feasibility of a machine learning based method to generate personalized nutrition goals for diabetes self-management.

Elliot G. Mitchell, Marissa Burgermaster, Elizabeth M. Heitkemper, Matthew E. Levine, Yishen Miao, Esteban G. Tabak, Arlene M. Smaldone, David J. Albers, Lena Mamykina

Proceedings of the AMIA 2019, 2019

2018

A visual analytics approach for pattern-recognition in patient-generated data.

Daniel J. Feller, Marissa Burgermaster, Matthew E. Levine, Arlene M. Smaldone, Patricia G. Davidson, David J. Albers, Lena Mamykina

J. Am. Medical Informatics Assoc., 2018

The use of social media in nutrition interventions for adolescents and young adults - A systematic review.

Michelle M. Chau, Marissa Burgermaster, Lena Mamykina

Int. J. Medical Informatics, 2018

An Intelligent Voice Assistant for Diabetes Self-Management: T2D2 - Taming Type 2 Diabetes, Together.

Elliot G. Mitchell, Marissa Burgermaster, Elizabeth M. Heitkemper, Meghan J. Reading, Matthew E. Levine, Yishen Miao, Pooja M. Desai, Lena Mamykina

Proceedings of the AMIA 2018, 2018

2017

The Role of Explanations in Casual Observational Learning about Nutrition.

Marissa Burgermaster, Krzysztof Z. Gajos, Patricia G. Davidson, Lena Mamykina

Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 2017

Using Visual Analytics and Patient-Generated Data to Support Clinical Decision-Making in the Context of Nutritional Therapy for Individuals with Diabetes.

Daniel J. Feller, Marissa Burgermaster, Lena Mamykina

Proceedings of the AMIA 2017, 2017