Elliot G. Mitchell

According to our database, Elliot G. Mitchell authored at least 22 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of four.
• 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

Examining AI Methods for Micro-Coaching Dialogs.

Elliot G. Mitchell, Noemie Elhadad, Lena Mamykina

Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

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

Proceedings of the AMIA 2022, 2022

2021

Enabling Automated, Conversational Health Coaching with Human-Centered Artificial Intelligence.

Elliot G. Mitchell

PhD thesis, 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 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

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

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

From the Curtain to Kansas: Conducting Wizard-of-Oz Studies in the Wild.

Elliot G. Mitchell, Lena Mamykina

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

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

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

"There for You Every Day": Pilot Study of an Automated Conversational Health Coach.

Elliot G. Mitchell, Lena Mamykina

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 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

Characterizing Human vs. Automated Coaching: Preliminary Results.

Elliot G. Mitchell, Rosa Maimone, Lena Mamykina

Proceedings of the Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems, 2020

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

Proceedings of the AMIA 2020, 2020

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

Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 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

Proceedings of the AMIA 2019, 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 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

Leveraging Patient-Reported Outcomes Using Data Visualization.

Lisa V. Grossman, Steven Feiner, Elliot G. Mitchell, Ruth Masterson Creber

Appl. Clin. Inform., 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

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

Proceedings of the AMIA 2017, 2017

Visualizing the Patient-Reported Outcomes Measurement Information System (PROMIS) Measures for Clinicians and Patients.

Lisa V. Grossman, Elliot G. Mitchell

Proceedings of the AMIA 2017, 2017