Lena Mamykina

Publication Activity (10 Years)

Years Active: 2000-2023
Publications (10 Years): 59

Top Topics

Data Assimilation

Machine Learning

Top Venues

J. Biomed. Informatics

CHI Extended Abstracts

Publications

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 (2023)
Krzysztof Z. Gajos, Lena Mamykina
Do People Engage Cognitively with AI? Impact of AI Assistance on Incidental Learning. CoRR (2022)
Sarah M. Harmon, Elizabeth M. Heitkemper, Lena Mamykina, Maria L. Hwang
Are We Healthier Together? Two Strategies for Supporting Macronutrient Assessment Skills and How the Crowd Can Help (or Not). Proc. ACM Hum. Comput. Interact. 6 (CSCW2) (2022)
Lena Mamykina, Daniel A. Epstein, Predrag Klasnja, Donna Sprujt-Metz, Jochen Meyer, Mary Czerwinski, Tim Althoff, Eun Kyoung Choe, Munmun De Choudhury, Brian Lim
Grand Challenges for Personal Informatics and AI. CHI Extended Abstracts (2022)
Elliot G. Mitchell, Noemie Elhadad, Lena Mamykina
Examining AI Methods for Micro-Coaching Dialogs. CHI (2022)
Adrienne Pichon, Iñigo Urteaga, Lena Mamykina, Noemie Elhadad
Human, Data, and Algorithmic Perspectives to Inform the Design of RL-enabled Self-management Regimens. AMIA (2022)
Krzysztof Z. Gajos, Lena Mamykina
Do People Engage Cognitively with AI? Impact of AI Assistance on Incidental Learning. IUI (2022)
Sarah M. Harmon, Elizabeth M. Heitkemper, Lena Mamykina, Maria L. Hwang
Are We Healthier Together? Two Strategies for Supporting Macronutrient Assessment Skills and How the Crowd Can Help (or Not). Proc. ACM Hum. Comput. Interact. 6 (CSCW2) (2022)
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)
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) (2021)
Caitlin N. Dreisbach, Katherine South, Theresa A. Koleck, Veronica Barcelona, Lena Mamykina, Noémi Elhadad, Suzanne Bakken
Informing Symptom Science Using a Citizen Science Application in the COVID-19 Pandemic. AMIA (2021)
David J. Albers, Matthew E. Levine, Bruce J. Gluckman, Henry N. Ginsberg, George Hripcsak, Lena Mamykina
Correction: Personalized glucose forecasting for type 2 diabetes using data assimilation. PLoS Comput. Biol. 17 (8) (2021)
Elliot G. Mitchell, Lena Mamykina
From the Curtain to Kansas: Conducting Wizard-of-Oz Studies in the Wild. CHI Extended Abstracts (2021)
Alexandra Papoutsaki, Jina Huh-Yoo, Haley MacLeod, Lena Mamykina, Andrew D. Miller, Svetlana Yarosh, Daniel A. Epstein
The Future of Research on Online Health Communities: Discussing Membership, Structure, and Support. CSCW Companion (2021)
Elliot G. Mitchell, Lena Mamykina
"There for You Every Day": Pilot Study of an Automated Conversational Health Coach. AMIA (2021)
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)
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)
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 (2021)
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 (2020)
Marissa Burgermaster, Jung Hoon Son, Patricia G. Davidson, Arlene M. Smaldone, Gilad Kuperman, Daniel J. Feller, Katherine Gardner Burt, Matthew E. Levine, David J. Albers, Chunhua Weng, Lena Mamykina
A new approach to integrating patient-generated data with expert knowledge for personalized goal setting: A pilot study. Int. J. Medical Informatics 139 (2020)
Adrienne Pichon, Kayla Schiffer, Emma Horan, Bria Massey, Suzanne Bakken, Lena Mamykina, Noemie Elhadad
Divided We Stand: The Collaborative Work of Patients and Providers in an Enigmatic Chronic Disease. Proc. ACM Hum. Comput. Interact. 4 (CSCW3) (2020)
Elliot G. Mitchell, Rosa Maimone, Lena Mamykina
Characterizing Human vs. Automated Coaching: Preliminary Results. CHI Extended Abstracts (2020)
Daniel J. Feller, Maichou Lor, Jason Zucker, Michael T. Yin, Susan Olender, David C. Ferris, Noémie Elhadad, Lena Mamykina
An investigation of the information technology needs associated with delivering chronic disease care to large clinical populations. Int. J. Medical Informatics 137 (2020)
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)
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)
Elizabeth M. Heitkemper, Arlene M. Smaldone, Suzanne R. Bakken, Andrea Cassells, Jonathan N. Tobin, Lena Mamykina
Using the RE-AIM Framework to Assess the Potential to Use Mobile Diabetes Detective (MoDD) in Federally Qualified Health Centers. AMIA (2019)
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)
Meghan Reading Turchioe, Elizabeth M. Heitkemper, Maichou Lor, Marissa Burgermaster, Lena Mamykina
Designing for engagement with self-monitoring: A user-centered approach with low-income, Latino adults with Type 2 Diabetes. Int. J. Medical Informatics 130 (2019)
Ashenafi Zebene Woldaregay, Eirik Årsand, Ståle Walderhaug, David J. Albers, Lena Mamykina, Taxiarchis Botsis, Gunnar Hartvigsen
Data-driven modeling and prediction of blood glucose dynamics: Machine learning applications in type 1 diabetes. Artif. Intell. Medicine 98 (2019)
Mollie McKillop, Lena Mamykina, Noémie Elhadad
Designing in the Dark: Eliciting Self-tracking Dimensions for Understanding Enigmatic Disease. CHI (2018)
David J. Albers, Matthew E. Levine, Andrew M. Stuart, Lena Mamykina, Bruce J. Gluckman, George Hripcsak
Mechanistic machine learning: how data assimilation leverages physiologic knowledge using Bayesian inference to forecast the future, infer the present, and phenotype. J. Am. Medical Informatics Assoc. 25 (10) (2018)
Michelle M. Chau, Marissa Burgermaster, Lena Mamykina
The use of social media in nutrition interventions for adolescents and young adults - A systematic review. Int. J. Medical Informatics 120 (2018)
Pooja M. Desai, Matthew E. Levine, David J. Albers, Lena Mamykina
Pictures Worth a Thousand Words: Reflections on Visualizing Personal Blood Glucose Forecasts for Individuals with Type 2 Diabetes. CHI (2018)
Drashko Nakikj, Lena Mamykina
Lost in Migration: Information Management and Community Building in an Online Health Community. CHI (2018)
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)
Meghan J. Reading, Elizabeth M. Heitkemper, Maichou Lor, Lena Mamykina
Exploring mHealth Intervention Designs to Engage Low-Income, Minority Adults with Type 2 Diabetes in Self-Monitoring. AMIA (2018)
Daniel J. Feller, Marissa Burgermaster, Matthew E. Levine, Arlene M. Smaldone, Patricia G. Davidson, David J. Albers, Lena Mamykina
A visual analytics approach for pattern-recognition in patient-generated data. J. Am. Medical Informatics Assoc. 25 (10) (2018)
Elizabeth M. Heitkemper, Lena Mamykina, Jasmine Travers, Arlene M. Smaldone
Do health information technology self-management interventions improve glycemic control in medically underserved adults with diabetes? A systematic review and meta-analysis. J. Am. Medical Informatics Assoc. 24 (5) (2017)
Drashko Nakikj, Lena Mamykina
A Park or A Highway: Overcoming Tensions in Designing for Socio-emotional and Informational Needs in Online Health Communities. CSCW (2017)
Silis Y. Jiang, Alexandrea Murphy, Elizabeth M. Heitkemper, R. Stanley Hum, David R. Kaufman, Lena Mamykina
Impact of an electronic handoff documentation tool on team shared mental models in pediatric critical care. J. Biomed. Informatics 69 (2017)
Maria L. Hwang, Lena Mamykina
Monster Appetite: Effects of Subversive Framing on Nutritional Choices in a Digital Game Environment. CHI (2017)
Marissa Burgermaster, Krzysztof Z. Gajos, Patricia G. Davidson, Lena Mamykina
The Role of Explanations in Casual Observational Learning about Nutrition. CHI (2017)
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)
Lena Mamykina, Elizabeth M. Heitkemper, Arlene M. Smaldone, Rita Kukafka, Heather J. Cole-Lewis, Patricia G. Davidson, Elizabeth D. Mynatt, Andrea Cassells, Jonathan N. Tobin, George Hripcsak
Personal discovery in diabetes self-management: Discovering cause and effect using self-monitoring data. J. Biomed. Informatics 76 (2017)
Lena Mamykina, Eileen J. Carter, Barbara Sheehan, R. Stanley Hum, Bridget Twohig, David R. Kaufman
Driven to distraction: The nature and apparent purpose of interruptions in critical care and implications for HIT. J. Biomed. Informatics 69 (2017)
Jing Zhang, Gabriela Marcu, Julie A. Kientz, Laura R. Pina, Siddhant Ambulkar, Lena Mamykina, Jina Huh
Bridging Communities for Better HIT: Streaming Conversations from WISH on Challenges, Strategies, and Opportunities. CHI Extended Abstracts (2017)
Daniel J. Feller, Marissa Burgermaster, Lena Mamykina
Using Visual Analytics and Patient-Generated Data to Support Clinical Decision-Making in the Context of Nutritional Therapy for Individuals with Diabetes. AMIA (2017)
David J. Albers, Matthew E. Levine, Bruce J. Gluckman, Henry N. Ginsberg, George Hripcsak, Lena Mamykina
Personalized glucose forecasting for type 2 diabetes using data assimilation. PLoS Comput. Biol. 13 (4) (2017)
Lena Mamykina, Elizabeth M. Heitkemper, Arlene M. Smaldone, Rita Kukafka, Heather J. Cole-Lewis, Patricia G. Davidson, Elizabeth D. Mynatt, Jonathan N. Tobin, Andrea Cassells, Carrie Goodman, George Hripcsak
Structured scaffolding for reflection and problem solving in diabetes self-management: qualitative study of mobile diabetes detective. J. Am. Medical Informatics Assoc. 23 (1) (2016)
Lena Mamykina, Madhu C. Reddy, Katie A. Siek, Gabriela Marcu, Leslie S. Liu
Interactive Systems in Healthcare. AMIA (2016)
Elizabeth M. Heitkemper, Lena Mamykina, Jasmine Travers, Arlene M. Smaldone
Efficacy and types of health information technology used in diabetes education for medically underserved adults: A systematic review and meta-analysis. AMIA (2016)
Noémie Elhadad, Lena Mamykina, Xinxin Zhu, Eileen Koski
Patient Generated Data: the Missing Link in Patient Centered Care? AMIA (2016)
Lena Mamykina, Madhu C. Reddy, Katie A. Siek, Gabriela Marcu, Leslie S. Liu
Workshop on Interactive Systems in Healthcare (WISH). CHI Extended Abstracts (2016)
Drashko Nakikj, Lena Mamykina
DisVis: Visualizing Discussion Threads in Online Health Communities. AMIA (2016)
Lena Mamykina, Thomas N. Smyth, Jill P. Dimond, Krzysztof Z. Gajos
Learning From the Crowd: Observational Learning in Crowdsourcing Communities. CHI (2016)
Lena Mamykina, Matthew E. Levine, Patricia G. Davidson, Arlene M. Smaldone, Noémie Elhadad, David J. Albers
Data-driven health management: reasoning about personally generated data in diabetes with information technologies. J. Am. Medical Informatics Assoc. 23 (3) (2016)
Heather J. Cole-Lewis, Arlene M. Smaldone, Patricia G. Davidson, Rita Kukafka, Jonathan N. Tobin, Andrea Cassells, Elizabeth D. Mynatt, George Hripcsak, Lena Mamykina
Participatory approach to the development of a knowledge base for problem-solving in diabetes self-management. Int. J. Medical Informatics 85 (1) (2016)
David J. Albers, Matthew E. Levine, Andrew M. Stuart, George Hripcsak, Lena Mamykina
Using data assimilation to forecast post-meal glucose for patients with type 2 diabetes. AMIA (2016)
Lena Mamykina, Silis Y. Jiang, Sarah A. Collins, Bridget Twohig, Jamie Hirsh, George Hripcsak, R. Stanley Hum, David R. Kaufman
Revealing structures in narratives: A mixed-methods approach to studying interdisciplinary handoff in critical care. J. Biomed. Informatics 62 (2016)
Lena Mamykina, Arlene M. Smaldone, Suzanne R. Bakken
Adopting the sensemaking perspective for chronic disease self-management. J. Biomed. Informatics 56 (2015)
David J. Albers, Matthew E. Levine, Bruce J. Gluckman, George Hripcsak, Lena Mamykina
Personalized medicine beyond genetics: using personalized model-based forecasting to help type 2 diabetics understand and predict their post-meal glucose. AMIA (2015)
James Clawson, Jessica Annette Pater, Andrew D. Miller, Elizabeth D. Mynatt, Lena Mamykina
No longer wearing: investigating the abandonment of personal health-tracking technologies on craigslist. UbiComp (2015)
Rupa Valdez, Sahiti Myneni, Andrea L. Hartzler, Lena Mamykina, Nathan K. Cobb, Laura E. Barnes
Opportunities for Social Media within Consumer Health Informatics. AMIA (2015)
Lorena Carlo, Suzanne Bakken, Lena Mamykina, Richmond Kodie, Andrew S. Kanter
Towards a Tool for Malaria Supply Chain Management Improvement in Rural Ghana. MedInfo (2015)
Lena Mamykina, Elizabeth M. Heitkemper, Arlene M. Smaldone, Rita Kukafka, Patricia G. Davidson, Elizabeth D. Mynatt, Jonathan N. Tobin, Andrea Cassells, Carrie Goodman, George Hripcsak
Qualitative Study of an Electronic Tool for Facilitating Problem-Solving and Sensemaking in Diabetes Self-Management, Mobile Diabetes Detectiv. AMIA (2015)
Michelle M. Chau, Elena J. Ladas, Lena Mamykina
Influences, Barriers, and Motivations for Healthy Behaviors Among Pediatric Cancer Patients: A Focus Group Approach. AMIA (2015)
Lena Mamykina, Drashko Nakikj, Noemie Elhadad
Collective Sensemaking in Online Health Forums. CHI (2015)
Silis Y. Jiang, R. Stanley Hum, David K. Vawdrey, Lena Mamykina
In Search of Social Translucence: An Audit Log Analysis of Handoff Documentation Views and Update. AMIA (2015)
Silis Y. Jiang, Alexandrea Murphy, David K. Vawdrey, R. Stanley Hum, Lena Mamykina
Characterization of a Handoff Documentation Tool Through Usage Log Data. AMIA (2014)
Lena Mamykina, David R. Kaufman, R. Stanley Hum
Shared Mental Models in Team Handoff and the Role of EHR. AMIA (2013)
Caitlin M. Cusack, George Hripcsak, Meryl Bloomrosen, S. Trent Rosenbloom, Charlotte A. Weaver, Adam Wright, David K. Vawdrey, Jim Walker, Lena Mamykina
The future state of clinical data capture and documentation: a report from AMIA's 2011 Policy Meeting. J. Am. Medical Informatics Assoc. 20 (1) (2013)
Madhu C. Reddy, Lena Mamykina, Andrea Grimes Parker
Designing interactive systems in healthcare: a report on WISH 2011. Interactions 19 (1) (2012)
Sarah A. Collins, Lena Mamykina, Desmond A. Jordan, Daniel M. Stein, Alisabeth Shine, Paul Reyfman, David R. Kaufman
In search of common ground in handoff documentation in an Intensive Care Unit. J. Biomed. Informatics 45 (2) (2012)
Lena Mamykina, David K. Vawdrey, Peter D. Stetson, Kai Zheng, George Hripcsak
Clinical documentation: composition or synthesis? J. Am. Medical Informatics Assoc. 19 (6) (2012)
Alisabeth Shine, Lena Mamykina, R. Stanley Hum, Barbara Sheehan, David R. Kaufman
Inside The Highly Interactive Handoff. AMIA (2012)
Michael Owen, David K. Vawdrey, David R. Kaufman, Lena Mamykina, Matthew R. Fred
Cognitive Task Analysis of an Electronic Documentation Support Application. AMIA (2012)
Lena Mamykina, Bella Manoim, Manas Mittal, George Hripcsak, Björn Hartmann
Design lessons from the fastest q&a site in the west. CHI (2011)
Lena Mamykina, Andrew D. Miller, Catherine Grevet, Yevgeniy Eugene Medynskiy, Michael A. Terry, Elizabeth D. Mynatt, Patricia G. Davidson
Examining the impact of collaborative tagging on sensemaking in nutrition management. CHI (2011)
Lena Mamykina, Andrew D. Miller, Elizabeth D. Mynatt, Daniel Greenblatt
Constructing identities through storytelling in diabetes management. CHI (2010)
Rebecca Randell, Geraldine Fitzpatrick, Stephanie M. Wilson, Lena Mamykina, Charlotte Tang
Evaluating new interactions in healthcare: challenges and approaches. CHI Extended Abstracts (2009)
m. c. schraefel, Paul André, Ryen White, Desney S. Tan, Tim Berners-Lee, Sunny Consolvo, Robert Jacobs, Isaac S. Kohane, Christopher A. Le Dantec, Lena Mamykina, Gary Marsden, Ben Shneiderman, Peter Szolovits, Daniel J. Weitzner
Interacting with eHealth: towards grand challenges for HCI. CHI Extended Abstracts (2009)
Lena Mamykina, Elizabeth D. Mynatt
Approaches to Facilitating Analysis of Health and Wellness Data. Int. J. Adv. Pervasive Ubiquitous Comput. 1 (2) (2009)
Lena Mamykina, Elizabeth D. Mynatt, Patricia G. Davidson, Daniel Greenblatt
MAHI: investigation of social scaffolding for reflective thinking in diabetes management. CHI (2008)
Lena Mamykina, Elizabeth D. Mynatt
Investigating and supporting health management practices of individuals with diabetes. HealthNet (2007)
Lena Mamykina, Elizabeth D. Mynatt, David R. Kaufman
Investigating health management practices of individuals with diabetes. CHI (2006)
James J. Lin, Lena Mamykina, Silvia Lindtner, Gregory Delajoux, Henry B. Strub
Fish'n'Steps: Encouraging Physical Activity with an Interactive Computer Game. UbiComp (2006)
Lena Mamykina, Stuart Goose, David Hedqvist, David V. Beard
CareView: analyzing nursing narratives for temporal trends. CHI Extended Abstracts (2004)
Lena Mamykina, Jakob E. Bardram, Ilkka Korhonen, Elizabeth D. Mynatt, Wanda Pratt
HCI and homecare: connecting families and clinicians. CHI Extended Abstracts (2004)
Lena Mamykina, Linda Candy, Ernest A. Edmonds
Collaborative creativity. Commun. ACM 45 (10) (2002)
Lena Mamykina, Elizabeth D. Mynatt, Michael A. Terry
Time Aura: interfaces for pacing. CHI (2001)
Lena Mamykina, Catherine G. Wolf
Evolution of Contact Point: a case study of a help desk and its users. CSCW (2000)