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ORCIDElliot G. Mitchell
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Books and Theses
- 2021
[b1]Elliot G. Mitchell:
Enabling Automated, Conversational Health Coaching with Human-Centered Artificial Intelligence. Columbia University, USA, 2021
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) - 2021
- [j5]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: 103639 (2021) - [j4]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): 99:1-99:37 (2021) - 2020
- [j3]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) - 2018
- [j2]Lisa V. Grossman, Steven Feiner, Elliot G. Mitchell, Ruth Masterson Creber:
Leveraging Patient-Reported Outcomes Using Data Visualization. Appl. Clin. Inform. 09(03): 565-575 (2018) - [j1]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: 62-69 (2018)
Conference and Workshop Papers
- 2022
- [c15]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 - [c14]Elliot G. Mitchell, Noemie Elhadad, Lena Mamykina:
Examining AI Methods for Micro-Coaching Dialogs. CHI 2022: 440:1-440:24 - 2021
- [c13]Elliot G. Mitchell, Lena Mamykina:
"There for You Every Day": Pilot Study of an Automated Conversational Health Coach. AMIA 2021 - [c12]Elliot G. Mitchell, Lena Mamykina:
From the Curtain to Kansas: Conducting Wizard-of-Oz Studies in the Wild. CHI Extended Abstracts 2021: 46:1-46:6 - [c11]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: 50:1-50:6 - [c10]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 - [c9]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: 442:1-442:9 - 2020
- [c8]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:
The CLinically Explainable Actionable Risk (CLEAR) Model. AMIA 2020 - [c7]Elliot G. Mitchell, Rosa Maimone, Lena Mamykina:
Characterizing Human vs. Automated Coaching: Preliminary Results. CHI Extended Abstracts 2020: 1-8 - 2019
- [c6]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 - [c5]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 - [c4]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: 370 - 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]Lisa V. Grossman, Elliot G. Mitchell:
Visualizing the Patient-Reported Outcomes Measurement Information System (PROMIS) Measures for Clinicians and Patients. AMIA 2017 - [c1]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
Coauthor Index
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