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Journal Articles
- 2023
[j6]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: 104419 (2023)- 2020
- [j5]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: 104158 (2020) - [j4]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: 103572 (2020) - 2019
- [j3]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) - 2018
- [j2]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: 77-91 (2018) - [j1]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): 1366-1374 (2018)
Conference and Workshop Papers
- 2022
- [c6]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 - 2021
- [c5]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: 206:1-206:17 - 2019
- [c4]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 - 2018
- [c3]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 - 2017
- [c2]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 - [c1]Marissa Burgermaster, Krzysztof Z. Gajos, Patricia G. Davidson, Lena Mamykina:
The Role of Explanations in Casual Observational Learning about Nutrition. CHI 2017: 4097-4145
Coauthor Index
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