| Personal Health Oracle: Explorations of Personalized Predictions in Diabetes Self-Management PM Desai, EG Mitchell, ML Hwang, ME Levine, DJ Albers, L Mamykina Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019 | 57 | 2019 |
| Leveraging patient-reported outcomes using data visualization LV Grossman, SK Feiner, EG Mitchell, RMM Creber Applied clinical informatics 9 (03), 565-575, 2018 | 35 | 2018 |
| From reflection to action: combining machine learning with expert knowledge for nutrition goal recommendations E G. Mitchell, E M. Heitkemper, M Burgermaster, M E. Levine, Y Miao, ... Proceedings of the 2021 CHI conference on human factors in computing systems …, 2021 | 31 | 2021 |
| Automated vs. human health coaching: exploring participant and practitioner experiences EG Mitchell, R Maimone, A Cassells, JN Tobin, P Davidson, ... Proceedings of the ACM on human-computer interaction 5 (CSCW1), 1-37, 2021 | 27 | 2021 |
| A deep database of medical abbreviations and acronyms for natural language processing L Grossman Liu, RH Grossman, EG Mitchell, C Weng, K Natarajan, ... Scientific Data 8 (1), 149, 2021 | 25 | 2021 |
| A method for harmonization of clinical abbreviation and acronym sense inventories LV Grossman, EG Mitchell, G Hripcsak, C Weng, DK Vawdrey Journal of biomedical informatics 88, 62-69, 2018 | 19 | 2018 |
| Design and evaluation challenges of conversational agents in health care and well-being: selective review study AB Kocaballi, E Sezgin, L Clark, JM Carroll, Y Huang, J Huh-Yoo, J Kim, ... Journal of medical Internet research 24 (11), e38525, 2022 | 17 | 2022 |
| Visualizing the patient-reported outcomes measurement information system (PROMIS) measures for clinicians and patients LV Grossman, EG Mitchell AMIA annual symposium proceedings 2017, 2289, 2017 | 15 | 2017 |
| Adapting the stage-based model of personal informatics for low-resource communities in the context of type 2 diabetes MR Turchioe, M Burgermaster, EG Mitchell, PM Desai, L Mamykina Journal of biomedical informatics 110, 103572, 2020 | 14 | 2020 |
| From the Curtain to Kansas: Conducting Wizard-of-Oz Studies in the Wild E Mitchell, L Mamykina Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing …, 2021 | 12 | 2021 |
| Meals for monsters: A mobile application for the feasibility of gaming and social mechanisms S Olinsky, PM Desai, S Turkay, EM Heitkemper, EG Mitchell, L Mamykina, ... Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing …, 2021 | 7 | 2021 |
| Enabling personalized decision support with patient-generated data and attributable components EG Mitchell, EG Tabak, ME Levine, L Mamykina, DJ Albers Journal of biomedical informatics 113, 103639, 2021 | 6 | 2021 |
| Examining AI methods for micro-coaching dialogs E Mitchell, N Elhadad, L Mamykina Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems …, 2022 | 5 | 2022 |
| Characterizing Human vs. Automated Coaching: Preliminary Results EG Mitchell, R Maimone, L Mamykina Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing …, 2020 | 4 | 2020 |
| P28 qualitative study: user experiences with platano, a dietary self-monitoring app for underserved patients with type 2 diabetes F Juul, L Mamykina, A Almonte, J Sepulveda, E Heitkemper, EG Mitchell, ... Journal of nutrition education and behavior 51 (7), S44-S45, 2019 | 4 | 2019 |
| Scaling Up HCI Research: from Clinical Trials to Deployment in the Wild. L Mamykina, A M. Smaldone, S R. Bakken, N Elhadad, E G. Mitchell, ... Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing …, 2021 | 3 | 2021 |
| Personal Informatics Technology for Engagement in Community Health (PI-TECH): Mixed Methods Study of Platano, a Motivationally Tailored App for Dietary Diabetes Management (P16 … M Burgermaster, F Juul, E Mitchell, E Heitkemper, J Sepulveda, ... Current developments in nutrition 3, 2019 | 2 | 2019 |
| Who needs what (features) when? Personalizing engagement with data-driven self-management to improve health equity M Burgermaster, PM Desai, EM Heitkemper, F Juul, EG Mitchell, ... Journal of Biomedical Informatics 144, 104419, 2023 | 1 | 2023 |
| Enabling automated, conversational health coaching with human-centered artificial intelligence EG Mitchell Columbia University, 2021 | 1 | 2021 |
| Development and validation of a machine-learning prediction model to improve abdominal aortic aneurysm screening GG Salzler, EJ Ryer, RW Abdu, A Lanyado, T Sagiv, EN Choman, ... Journal of Vascular Surgery, 2024 | | 2024 |
Lena MamykinaAssociate Professor of Biomedical Informatics, Columbia UniversityVerified email at cumc.columbia.edu
