Research

Publications

Desai PM, Mitchell EG, Hwang ML, Levine ME, Albers DJ, Mamykina L. Personal Health Oracle: Explorations of Personalized Predictions in Diabetes Self-Management. Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems

Mitchell EG*, Grossman LV*, Hripcsak G, Weng C, Vawdrey DK. A Method for Harmonization of Clinical Abbreviation and Acronym Sense Inventories. Journal of Biomedical Informatics. 2018. doi:10.1016/j.jbi.2018.11.004

Grossman LV, Feiner SK, Mitchell EG, Creber RM. Leveraging Patient-Reported Outcomes Using Data Visualization. Applied clinical informatics.  2018 Jul;9(03):565-75. doi:10.1055/s-0038-1667041

Presentations and Posters

Mitchell EG, Burgermaster M, Heitkemper E, Levine M, Miao Y, Tabak E, Albers D, Smaldone A, and Mamykina L. 2019. Feasibility of a machine learning based method to generate personalized nutrition goals for diabetes self-management. AMIA Annual Symposium, November 2019. Washington, DC. (Podium Abstract)

Mitchell EG, Levine M, Mamykina L, Tabak E, and Albers D. Machine learning for personalized decision support with patient-generated health data. AMIA Annual Symposium, November 2019. Washington, DC. (Poster)

Mitchell EG, Burgermaster M, Heitkemper E, Levine M, Miao Y, Desai P, Hwang M, Tabak E, Albers D, Smaldone A, and Mamykina L. 2019. Personalized, data-driven recommendations for diabetes self-management with GlucoGoalie. Workshop on Interactive Systems in Healthcare (WISH) 2019. (Presentation)

Mitchell EG, Heitkemper E, Ensari I, Albers D, Smaldone A, Mamykina L.  Data-Driven Personalization of Nutrition and Physical Activity Goals for Diabetes Self-Management. Columbia University Data Science Institute Data Science Day, April 2018 (Demo)

Mitchell EG, Burgermaster M, Heitkemper E, Reading M, Levine ME, Miao Y, Desai P, Mamykina L. An Intelligent Voice Assistant for Diabetes Self-Management: T2D2 – Taming Type 2 Diabetes, Together. AMIA Annual Symposium 2018 (Presentation)

Mitchell EG, Burgermaster M, Heitkemper E, Mamykina L. Designing Conversational Interfaces for Diabetes Self-Management. American Association of Diabetes Educators, 2018 (Presentation)

Mitchell EG, Opportunities for Conversational Voice Assistants in Chronic Disease Self-Management. National Library of Medicine Informatics Training Conference, 2018 (Presentation)

Mitchell EG, Levine ME, Miao Y, Burgermaster M, Hwang M, Heitkemper E, Smaldone A, Albers DJ, Mamykina L.  Automated Generation of Personalized Nutrition Goals for Diabetes Self-Management with Platano. Columbia University Data Science Institute Data Science Day, 2018 (Demo)

Mitchell EG, Levine ME, Albers DJ, Mamykina L. Reflecting on Diabetes Self-Management Logs with Simulated, Continuous Blood Glucose Curves: A Pilot Study. AMIA 2017. (Poster)

Challenges and Competitions

AMIA Student Design Challenge 2018 (First Place)

Mitchell EG*, Grossman LV.* A Multimodal Conversational Agent to Support Diabetes Self-Management. AMIA Annual Symposium 2018.

AMIA Student Design Challenge 2017 (First Place)

Grossman LV*, Mitchell EG*. Visualizing the Patient-Reported Outcomes Measurement Information System (PROMIS) Measures for Clinicians and Patients. AMIA Annual Symposium, 2017.

Alexa Diabetes Challenge (Top 5 Finalist)

Mitchell EG, Burgermaster M, Heitkemper E, Reading M, Levine ME, Miao Y, Desai P, Mamykina L. Presenting T2D2: Taming Type 2 Diabetes, Together. Alexa Diabetes Challenge Demo Day, 2017. t2d2.io

HITLAB World Cup (Third Place)

Mitchell EG, Burgermaster M, Heitkemper E, Reading M, Levine ME, Miao Y, Desai P, Mamykina L. Presenting T2D2: Taming Type 2 Diabetes, Together. HITLAB World Cup Demo Day, 2017.

t2d2.io

 
 
 

© 2018 by Elliot G Mitchell. Proudly created with Wix.com

Last Updated August 2018

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