Elliot G. Mitchell

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 21

Top Topics

Grocery Shopping

Machine Learning

Top Venues

J. Biomed. Informatics

CHI Extended Abstracts

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)
Elliot G. Mitchell, Noemie Elhadad, Lena Mamykina
Examining AI Methods for Micro-Coaching Dialogs. CHI (2022)
Elliot G. Mitchell, Satish Kalepalli, Grant DeLong, Meg Horgan, Vishal Mehra, David K. Vawdrey, Karen Murphy, Abdul Tariq
Towards Intuitive Features for Useful Explanations of Predictive Models. AMIA (2022)
Lena Mamykina, Arlene M. Smaldone, Suzanne R. Bakken, Noemie Elhadad, Elliot G. Mitchell, Pooja M. Desai, Matthew E. Levine, Jonathan N. Tobin, Andrea Cassells, Patricia G. Davidson, David J. Albers, George Hripcsak
Scaling Up HCI Research: from Clinical Trials to Deployment in the Wild. CHI Extended Abstracts (2021)
Elliot G. Mitchell, Rosa Maimone, Andrea Cassells, Jonathan N. Tobin, Patricia G. Davidson, Arlene M. Smaldone, Lena Mamykina
Automated vs. Human Health Coaching: Exploring Participant and Practitioner Experiences. Proc. ACM Hum. Comput. Interact. 5 (CSCW1) (2021)
Elliot G. Mitchell, Lena Mamykina
From the Curtain to Kansas: Conducting Wizard-of-Oz Studies in the Wild. CHI Extended Abstracts (2021)
Elliot G. Mitchell, Lena Mamykina
"There for You Every Day": Pilot Study of an Automated Conversational Health Coach. AMIA (2021)
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)
Samantha Olinsky, Pooja M. Desai, Selen Turkay, Elizabeth M. Heitkemper, Elliot G. Mitchell, Lena Mamykina, Maria L. Hwang
Meals for Monsters: a Mobile Application for the Feasibility of Gaming and Social Mechanisms. CHI Extended Abstracts (2021)
Elliot G. Mitchell, Esteban G. Tabak, Matthew E. Levine, Lena Mamykina, David J. Albers
Enabling personalized decision support with patient-generated data and attributable components. J. Biomed. Informatics 113 (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)
Elliot G. Mitchell, Rosa Maimone, Lena Mamykina
Characterizing Human vs. Automated Coaching: Preliminary Results. CHI Extended Abstracts (2020)
Ruijun Chen, Amelia J. Averitt, Oliver Bear Don't Walk, Shreyas Bhave, Lisa Grossman Liu, Elliot G. Mitchell, Victor Alfonso Rodriguez, Phyllis Thangaraj, Tony Y. Sun
The CLinically Explainable Actionable Risk (CLEAR) Model. AMIA (2020)
Pooja M. Desai, Elliot G. Mitchell, Maria L. Hwang, Matthew E. Levine, David J. Albers, Lena Mamykina
Personal Health Oracle: Explorations of Personalized Predictions in Diabetes Self-Management. CHI (2019)
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)
Elliot G. Mitchell, Lena Mamykina, Matthew E. Levine, Esteban G. Tabak, David J. Albers
Machine learning for personalized decision support with patient-generated health data. AMIA (2019)
Lisa V. Grossman, Elliot G. Mitchell, George Hripcsak, Chunhua Weng, David K. Vawdrey
A method for harmonization of clinical abbreviation and acronym sense inventories. J. Biomed. Informatics 88 (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)
Lisa V. Grossman, Steven Feiner, Elliot G. Mitchell, Ruth Masterson Creber
Leveraging Patient-Reported Outcomes Using Data Visualization. Appl. Clin. Inform. 9 (03) (2018)
Lisa V. Grossman, Elliot G. Mitchell
Visualizing the Patient-Reported Outcomes Measurement Information System (PROMIS) Measures for Clinicians and Patients. AMIA (2017)
Elliot G. Mitchell, Matthew E. Levine, David J. Albers, Lena Mamykina
Reflecting on Diabetes Self-Management Logs with Simulated, Continuous Blood Glucose Curves: A Pilot Study. AMIA (2017)