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Lena Mamykina, Ph.D. - Publications

Affiliations: 
2009 Georgia Institute of Technology, Atlanta, GA 
Area:
Computer Science
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37 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2023 Burgermaster M, Desai PM, Heitkemper EM, Juul F, Mitchell EG, Turchioe M, Albers DJ, Levine ME, Larson D, Mamykina L. Who Needs What (Features) When? Personalizing Engagement with Data-Driven Self-Management to Improve Health Equity. Journal of Biomedical Informatics. 104419. PMID 37301528 DOI: 10.1016/j.jbi.2023.104419  0.335
2022 Mitchell EG, Elhadad N, Mamykina L. Examining AI Methods for Micro-Coaching Dialogs. Proceedings of the Sigchi Conference On Human Factors in Computing Systems. Chi Conference. 2022. PMID 36454205 DOI: 10.1145/3491102.3501886  0.354
2022 Kocaballi AB, Sezgin E, Clark L, Carroll JM, Huang Y, Huh-Yoo J, Kim J, Kocielnik R, Lee YC, Mamykina L, Mitchell EG, Moore RJ, Murali P, Mynatt ED, Park SY, et al. Design and Evaluation Challenges of Conversational Agents in Health Care and Well-being: Selective Review Study. Journal of Medical Internet Research. 24: e38525. PMID 36378515 DOI: 10.2196/38525  0.549
2021 Mitchell EG, Maimone R, Cassells A, Tobin JN, Davidson P, Smaldone AM, Mamykina L. Automated vs. Human Health Coaching: Exploring Participant and Practitioner Experiences. Proceedings of the Acm On Human-Computer Interaction. 5. PMID 36304916 DOI: 10.1145/3449173  0.375
2021 Mitchell EG, Heitkemper EM, Burgermaster M, Levine ME, Miao Y, Hwang ML, Desai PM, Cassells A, Tobin JN, Tabak EG, Albers DJ, Smaldone AM, Mamykina L. From Reflection to Action: Combining Machine Learning with Expert Knowledge for Nutrition Goal Recommendations. Proceedings of the Sigchi Conference On Human Factors in Computing Systems. Chi Conference. 2021. PMID 35514864 DOI: 10.1145/3411764.3445555  0.325
2020 Reading Turchioe M, Burgermaster M, Mitchell EG, Desai PM, Mamykina L. Adapting the stage-based model of personal informatics for low-resource communities in the context of type 2 diabetes. Journal of Biomedical Informatics. 103572. PMID 32961309 DOI: 10.1016/J.Jbi.2020.103572  0.472
2020 Burgermaster M, Son JH, Davidson PG, Smaldone AM, Kuperman G, Feller DJ, Burt KG, Levine ME, Albers DJ, Weng C, Mamykina L. A new approach to integrating patient-generated data with expert knowledge for personalized goal setting: A pilot study. International Journal of Medical Informatics. 139: 104158. PMID 32388157 DOI: 10.1016/J.Ijmedinf.2020.104158  0.396
2020 Feller DJ, Lor M, Zucker J, Yin MT, Olender S, Ferris DC, Elhadad N, Mamykina L. An investigation of the information technology needs associated with delivering chronic disease care to large clinical populations. International Journal of Medical Informatics. 137: 104099. PMID 32088558 DOI: 10.1016/J.Ijmedinf.2020.104099  0.368
2019 Turchioe MR, Heitkemper EM, Lor M, Burgermaster M, Mamykina L. Designing for engagement with self-monitoring: A user-centered approach with low-income, Latino adults with Type 2 Diabetes. International Journal of Medical Informatics. 130: 103941. PMID 31437618 DOI: 10.1016/J.Ijmedinf.2019.08.001  0.457
2019 Woldaregay AZ, Årsand E, Walderhaug S, Albers D, Mamykina L, Botsis T, Hartvigsen G. Data-driven modeling and prediction of blood glucose dynamics: Machine learning applications in type 1 diabetes. Artificial Intelligence in Medicine. PMID 31383477 DOI: 10.1016/J.Artmed.2019.07.007  0.427
2019 Burgermaster M, Juul F, Mitchell E, Heitkemper E, Sepulveda J, Almonte A, Mamykina L. Personal Informatics Technology for Engagement in Community Health (PI-TECH): Mixed Methods Study of Platano, a Motivationally Tailored App for Dietary Diabetes Management (P16-051-19). Current Developments in Nutrition. 3. PMID 31224695 DOI: 10.1093/cdn/nzz050.P16-051-19  0.374
2019 Veinot TC, Ancker JS, Cole-Lewis H, Mynatt ED, Parker AG, Siek KA, Mamykina L. Leveling Up: On the Potential of Upstream Health Informatics Interventions to Enhance Health Equity. Medical Care. 57: S108-S114. PMID 31095048 DOI: 10.1097/Mlr.0000000000001032  0.594
2019 Woldaregay AZ, Årsand E, Botsis T, Albers D, Mamykina L, Hartvigsen G. Data-Driven Blood Glucose Pattern Classification and Anomalies Detection: Machine-Learning Applications in Type 1 Diabetes. Journal of Medical Internet Research. 21: e11030. PMID 31042157 DOI: 10.2196/11030  0.363
2019 Juul F, Mamykina L, Almonte A, Sepulveda J, Heitkemper E, Mitchell EG, Burgermaster M. P28 Qualitative Study: User Experiences with Platano, a Dietary Self-Monitoring App for Underserved Patients with Type 2 Diabetes Journal of Nutrition Education and Behavior. 51: S44-S45. DOI: 10.1016/J.Jneb.2019.05.404  0.456
2018 Albers DJ, Levine ME, Stuart A, Mamykina L, Gluckman B, Hripcsak G. Mechanistic machine learning: how data assimilation leverages physiologic knowledge using Bayesian inference to forecast the future, infer the present, and phenotype. Journal of the American Medical Informatics Association : Jamia. 25: 1392-1401. PMID 30312445 DOI: 10.1093/Jamia/Ocy106  0.324
2017 Heitkemper EM, Mamykina L, Tobin JN, Cassells A, Smaldone A. Baseline Characteristics and Technology Training of Underserved Adults With Type 2 Diabetes in the Mobile Diabetes Detective (MoDD) Randomized Controlled Trial. The Diabetes Educator. 145721717737367. PMID 29059017 DOI: 10.1177/0145721717737367  0.407
2017 Mamykina L, Heitkemper E, Smaldone AM, Kukafka R, Cole-Lewis H, Davidson PG, Mynatt ED, Cassells A, Tobin JN, Hripcsak G. Personal Discovery in Diabetes Self-Management: Discovering Cause and Effect Using Self-Monitoring Data. Journal of Biomedical Informatics. PMID 28974460 DOI: 10.1016/J.Jbi.2017.09.013  0.622
2017 Albers DJ, Levine M, Gluckman B, Ginsberg H, Hripcsak G, Mamykina L. Personalized glucose forecasting for type 2 diabetes using data assimilation. Plos Computational Biology. 13: e1005232. PMID 28448498 DOI: 10.1371/Journal.Pcbi.1005232  0.393
2017 Heitkemper EM, Mamykina L, Travers J, Smaldone A. Do health information technology self-management interventions improve glycemic control in medically underserved adults with diabetes? A systematic review and meta-analysis. Journal of the American Medical Informatics Association : Jamia. PMID 28379397 DOI: 10.1093/Jamia/Ocx025  0.427
2016 Mamykina L, Levine ME, Davidson PG, Smaldone AM, Elhadad N, Albers DJ. Data-driven health management: reasoning about personally generated data in diabetes with information technologies. Journal of the American Medical Informatics Association : Jamia. PMID 26984049 DOI: 10.1093/Jamia/Ocv187  0.466
2016 Mamykina L, Heitkemper EM, Smaldone AM, Kukafka R, Cole-Lewis H, Davidson PG, Mynatt ED, Tobin JN, Cassells A, Goodman C, Hripcsak G. Structured scaffolding for reflection and problem solving in diabetes self-management: qualitative study of mobile diabetes detective. Journal of the American Medical Informatics Association : Jamia. PMID 26769910 DOI: 10.1093/Jamia/Ocv169  0.603
2015 Cole-Lewis HJ, Smaldone AM, Davidson PR, Kukafka R, Tobin JN, Cassells A, Mynatt ED, Hripcsak G, Mamykina L. Participatory approach to the development of a knowledge base for problem-solving in diabetes self-management. International Journal of Medical Informatics. PMID 26547253 DOI: 10.1016/J.Ijmedinf.2015.08.003  0.621
2015 Mamykina L, Smaldone AM, Bakken SR. Adopting the sensemaking perspective for chronic disease self-management. Journal of Biomedical Informatics. 56: 406-17. PMID 26071681 DOI: 10.1016/J.Jbi.2015.06.006  0.355
2015 Clawson J, Pater JA, Miller AD, Mynatt ED, Mamykina L. No longer wearing: Investigating the abandonment of personal health-Tracking technologies on craigslist Ubicomp 2015 - Proceedings of the 2015 Acm International Joint Conference On Pervasive and Ubiquitous Computing. 647-658. DOI: 10.1145/2750858.2807554  0.593
2015 Mamykina L, Nakikj D, Elhadad N. Collective sensemaking in online health forums Conference On Human Factors in Computing Systems - Proceedings. 2015: 3217-3226. DOI: 10.1145/2702123.2702566  0.348
2013 Cusack CM, Hripcsak G, Bloomrosen M, Rosenbloom ST, Weaver CA, Wright A, Vawdrey DK, Walker J, Mamykina L. The future state of clinical data capture and documentation: a report from AMIA's 2011 Policy Meeting. Journal of the American Medical Informatics Association : Jamia. 20: 134-40. PMID 22962195 DOI: 10.1136/Amiajnl-2012-001093  0.374
2012 Reddy M, Mamykina L, Parker AG. Designing interactive systems in healthcare: A report on WISH 2011 Interactions. 19: 24-27. DOI: 10.1145/2065327.2065334  0.361
2011 Mamykina L, Miller AD, Medynskiy Y, Grevet C, Davidson PR, Terry MA, Mynatt ED. Examining the impact of collaborative tagging on sensemaking in nutrition management Conference On Human Factors in Computing Systems - Proceedings. 657-666. DOI: 10.1145/1978942.1979037  0.67
2010 Mamykina L, Miller AD, Mynatt ED, Greenblatt D. Constructing identities through storytelling in diabetes management Conference On Human Factors in Computing Systems - Proceedings. 2: 1203-1212. DOI: 10.1145/1753326.1753507  0.665
2009 Mamykina L, Mynatt ED. Approaches to Facilitating Analysis of Health and Wellness Data International Journal of Advanced Pervasive and Ubiquitous Computing. 1: 29-48. DOI: 10.4018/japuc.2009040103  0.571
2009 Mamykina L, Mynatt ED. Interpreting health and wellness information Auto-Identification and Ubiquitous Computing Applications: Rfid and Smart Technologies For Information Convergence. 74-90. DOI: 10.4018/978-1-60566-298-5.ch005  0.619
2009 Schraefel M, Jacobs R, André P, Kohane I, White R, La Dantec CA, Tan D, Mamykina L, Berners-Lee T, Marsden G, Consolvo S, Shneiderman B, Szolovits P, Weitzner D. Interacting with eHealth - Towards grand challenges for HCI Conference On Human Factors in Computing Systems - Proceedings. 3309-3312. DOI: 10.1145/1520340.1520476  0.313
2008 Mamykina L, Mynatt ED, Davidson PR, Greenblatt D. MAHI: Investigation of social scaffolding for reflective thinking in diabetes management Conference On Human Factors in Computing Systems - Proceedings. 477-486. DOI: 10.1145/1357054.1357131  0.649
2007 Mamykina L, Mynatt ED. Investigating and supporting health management practices of individuals with diabetes Healthnet'07: Proceedings of the 1st Acm Sigmobile International Workshop On Systems and Networking Support For Healthcare and Assisted Living Environments. 49-54. DOI: 10.1145/1248054.1248068  0.656
2006 Mamykina L, Mynatt ED, Kaufmann D. Investigating health management practices of individuals with diabetes Conference On Human Factors in Computing Systems - Proceedings. 2: 927-936.  0.66
2004 Mamykina L, Bardram JE, Korhonen I, Mynatt E, Pratt W. HCI and homecare: Connecting families and clinicians Conference On Human Factors in Computing Systems - Proceedings. 1715-1716. DOI: 10.1145/985921.986197  0.574
2001 Mamykina L, Mynatt E, Terry MA. Time aura: Interfaces for pacing Conference On Human Factors in Computing Systems - Proceedings. 144-151.  0.521
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