Visualizing the Patient-Reported Outcomes Measurement Information System (PROMIS) Measures for Clinicians and Patients. - Lisa V. Grossman; Elliot G. Mitchell (AMIA, 2017)

Reflecting on Diabetes Self-Management Logs with Simulated, Continuous Blood Glucose Curves: A Pilot Study. - Elliot G. Mitchell; Matthew E. Levine; David J. Albers; Lena Mamykina (AMIA, 2017)

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 (AMIA, 2018)

Leveraging Patient-Reported Outcomes Using Data Visualization. - Lisa V. Grossman; Steven Feiner; Elliot G. Mitchell; Ruth Masterson Creber (Appl. Clin. Inform., 2018)

A method for harmonization of clinical abbreviation and acronym sense inventories. - Lisa V. Grossman; Elliot G. Mitchell; George Hripcsak; Chunhua Weng; David K. Vawdrey (J. Biomed. Informatics, 2018)

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 (AMIA, 2019)

Machine learning for personalized decision support with patient-generated health data. - Elliot G. Mitchell; Lena Mamykina; Matthew E. Levine; Esteban G. Tabak; David J. Albers (AMIA, 2019)

Personal Health Oracle: Explorations of Personalized Predictions in Diabetes Self-Management. - Pooja M. Desai; Elliot G. Mitchell; Maria L. Hwang; Matthew E. Levine; David J. Albers; Lena Mamykina (CHI, 2019)

The CLinically Explainable Actionable Risk (CLEAR) Model. - Ruijun Chen; Amelia J. Averitt; Oliver J. Bear Don't Walk IV; Shreyas Bhave; Lisa Grossman Liu; Elliot G. Mitchell; Victor Alfonso Rodriguez; Phyllis Thangaraj; Tony Y. Sun (AMIA, 2020)

Characterizing Human vs. Automated Coaching: Preliminary Results. - Elliot G. Mitchell; Rosa Maimone; Lena Mamykina (CHI Extended Abstracts, 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)

"There for You Every Day": Pilot Study of an Automated Conversational Health Coach. - Elliot G. Mitchell; Lena Mamykina (AMIA, 2021)

Scaling Up HCI Research: from Clinical Trials to Deployment in the Wild. - 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 (CHI Extended Abstracts, 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; et al. (CHI, 2021)

From the Curtain to Kansas: Conducting Wizard-of-Oz Studies in the Wild. - Elliot G. Mitchell; Lena Mamykina (CHI Extended Abstracts, 2021)

Meals for Monsters: a Mobile Application for the Feasibility of Gaming and Social Mechanisms. - Samantha Olinsky; Pooja M. Desai; Selen Turkay; Elizabeth M. Heitkemper; Elliot G. Mitchell; Lena Mamykina; Maria L. Hwang (CHI Extended Abstracts, 2021)

Enabling personalized decision support with patient-generated data and attributable components. - Elliot G. Mitchell; Esteban G. Tabak; Matthew E. Levine; Lena Mamykina; David J. Albers (J. Biomed. Informatics, 2021)

Automated vs. Human Health Coaching: Exploring Participant and Practitioner Experiences. - Elliot G. Mitchell; Rosa Maimone; Andrea Cassells; Jonathan N. Tobin; Patricia G. Davidson; Arlene M. Smaldone; Lena Mamykina (Proc. ACM Hum. Comput. Interact., 2021)

Enabling Automated, Conversational Health Coaching with Human-Centered Artificial Intelligence. - Elliot G. Mitchell (2021)

Towards Intuitive Features for Useful Explanations of Predictive Models. - Elliot G. Mitchell; Satish Kalepalli; Grant DeLong; Meg Horgan; Vishal Mehra; David K. Vawdrey; Karen Murphy; Abdul Tariq (AMIA, 2022)

Examining AI Methods for Micro-Coaching Dialogs. - Elliot G. Mitchell; Noemie Elhadad; Lena Mamykina (CHI, 2022)

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, 2023)

T2 Coach: A Qualitative Study of an Automated Health Coach for Diabetes Self-Management. - Elliot G. Mitchell; Pooja M. Desai; Arlene M. Smaldone; Andrea Cassells; Jonathan N. Tobin; David J. Albers; Matthew E. Levine; Lena Mamykina (CHI, 2025)