| 2026 | CHI | More than Decision Support: Exploring Patients' Longitudinal Usage of Large Language Models in Real-World Healthcare-Seeking Journeys. | Yancheng Cao, Yishu Ji, Chris Yue Fu, Sahiti Dharmavaram, Meghan Turchioe, Natalie C. Benda, Lena Mamykina, Yuling Sun, Xuhai Xu |
| 2025 | CHI | MedAI-SciTS: Enhancing Interdisciplinary Collaboration between AI Researchers and Medical Experts. | Chen Cao, Yu Wu, Xiao Zoe Fang, Zhenwen Liang, Lena Mamykina, Laura Sbaffi, Xuhai Xu |
| 2025 | CHI | Something Similar: Exploring the Usefulness of an On-the-Spot Meal Recommendation System for Health Goal Attainment. | Pooja M. Desai, Ayush Raj, David J. Albers, Aparajita Kashyap, Lena Mamykina |
| 2025 | CHI | T2 Coach: A Qualitative Study of an Automated Health Coach for Diabetes Self-Management. | Elliot G. Mitchell, Pooja M. Desai, Arlene M. Smaldone, Andrea Cassells, Jonathan N. Tobin, David J. Albers, Matthew E. Levine, Lena Mamykina |
| 2025 | CHI | The Voice of Endo: Leveraging Speech for an Intelligent System That Can Forecast Illness Flare-ups. | Adrienne Pichon, Jessica R. Blumberg, Lena Mamykina, Noemie Elhadad |
| 2022 | AMIA | Human, Data, and Algorithmic Perspectives to Inform the Design of RL-enabled Self-management Regimens. | Adrienne Pichon, Iigo Urteaga, Lena Mamykina, Noemie Elhadad |
| 2022 | CHI | Grand Challenges for Personal Informatics and AI. | Lena Mamykina, Daniel A. Epstein, Predrag V. Klasnja, Donna Spruijt-Metz, Jochen Meyer, Mary Czerwinski, Tim Althoff, Eun Kyoung Choe, Munmun De Choudhury, Brian Y. Lim |
| 2022 | CHI | Examining AI Methods for Micro-Coaching Dialogs. | Elliot G. Mitchell, Noemie Elhadad, Lena Mamykina |
| 2022 | IUI | Do People Engage Cognitively with AI? Impact of AI Assistance on Incidental Learning. | Krzysztof Z. Gajos, Lena Mamykina |
| 2021 | AMIA | Informing Symptom Science Using a Citizen Science Application in the COVID-19 Pandemic. | Caitlin N. Dreisbach, Katherine South, Theresa A. Koleck, Veronica Barcelona, Lena Mamykina, Nomie Elhadad, Suzanne Bakken |
| 2021 | AMIA | "There for You Every Day": Pilot Study of an Automated Conversational Health Coach. | Elliot G. Mitchell, Lena Mamykina |
| 2021 | CHI | 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 |
| 2021 | CHI | 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 |
| 2021 | CHI | From the Curtain to Kansas: Conducting Wizard-of-Oz Studies in the Wild. | Elliot G. Mitchell, Lena Mamykina |
| 2021 | CHI | 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 |
| 2021 | CSCW | The Future of Research on Online Health Communities: Discussing Membership, Structure, and Support. | Alexandra Papoutsaki, Jina Huh-Yoo, Haley MacLeod, Lena Mamykina, Andrew D. Miller, Svetlana Yarosh, Daniel A. Epstein |
| 2020 | CHI | Characterizing Human vs. Automated Coaching: Preliminary Results. | Elliot G. Mitchell, Rosa Maimone, Lena Mamykina |
| 2019 | AMIA | Using the RE-AIM Framework to Assess the Potential to Use Mobile Diabetes Detective (MoDD) in Federally Qualified Health Centers. | Elizabeth M. Heitkemper, Arlene M. Smaldone, Suzanne R. Bakken, Andrea Cassells, Jonathan N. Tobin, Lena Mamykina |
| 2019 | AMIA | 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 |
| 2019 | AMIA | 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 |
| 2019 | CHI | 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 |
| 2018 | AMIA | 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 |
| 2018 | AMIA | Exploring mHealth Intervention Designs to Engage Low-Income, Minority Adults with Type 2 Diabetes in Self-Monitoring. | Meghan J. Reading, Elizabeth M. Heitkemper, Maichou Lor, Lena Mamykina |
| 2018 | CHI | Pictures Worth a Thousand Words: Reflections on Visualizing Personal Blood Glucose Forecasts for Individuals with Type 2 Diabetes. | Pooja M. Desai, Matthew E. Levine, David J. Albers, Lena Mamykina |
| 2018 | CHI | Designing in the Dark: Eliciting Self-tracking Dimensions for Understanding Enigmatic Disease. | Mollie McKillop, Lena Mamykina, Nomie Elhadad |
| 2018 | CHI | Lost in Migration: Information Management and Community Building in an Online Health Community. | Drashko Nakikj, Lena Mamykina |
| 2017 | AMIA | Using Visual Analytics and Patient-Generated Data to Support Clinical Decision-Making in the Context of Nutritional Therapy for Individuals with Diabetes. | Daniel J. Feller, Marissa Burgermaster, Lena Mamykina |
| 2017 | AMIA | 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 |
| 2017 | CHI | The Role of Explanations in Casual Observational Learning about Nutrition. | Marissa Burgermaster, Krzysztof Z. Gajos, Patricia G. Davidson, Lena Mamykina |
| 2017 | CHI | Monster Appetite: Effects of Subversive Framing on Nutritional Choices in a Digital Game Environment. | Maria L. Hwang, Lena Mamykina |
| 2017 | CHI | Bridging Communities for Better HIT: Streaming Conversations from WISH on Challenges, Strategies, and Opportunities. | Jing Zhang, Gabriela Marcu, Julie A. Kientz, Laura R. Pina, Siddhant Ambulkar, Lena Mamykina, Jina Huh |
| 2017 | CSCW | A Park or A Highway: Overcoming Tensions in Designing for Socio-emotional and Informational Needs in Online Health Communities. | Drashko Nakikj, Lena Mamykina |
| 2016 | AMIA | Using data assimilation to forecast post-meal glucose for patients with type 2 diabetes. | David J. Albers, Matthew E. Levine, Andrew M. Stuart, George Hripcsak, Lena Mamykina |
| 2016 | AMIA | Patient Generated Data: the Missing Link in Patient Centered Care? | Nomie Elhadad, Lena Mamykina, Xinxin Zhu, Eileen Koski |
| 2016 | AMIA | Efficacy and types of health information technology used in diabetes education for medically underserved adults: A systematic review and meta-analysis. | Elizabeth M. Heitkemper, Lena Mamykina, Jasmine Travers, Arlene M. Smaldone |
| 2016 | AMIA | Interactive Systems in Healthcare. | Lena Mamykina, Madhu C. Reddy, Katie A. Siek, Gabriela Marcu, Leslie S. Liu |
| 2016 | AMIA | DisVis: Visualizing Discussion Threads in Online Health Communities. | Drashko Nakikj, Lena Mamykina |
| 2016 | CHI | Workshop on Interactive Systems in Healthcare (WISH). | Lena Mamykina, Madhu C. Reddy, Katie A. Siek, Gabriela Marcu, Leslie S. Liu |
| 2016 | CHI | Learning From the Crowd: Observational Learning in Crowdsourcing Communities. | Lena Mamykina, Thomas N. Smyth, Jill P. Dimond, Krzysztof Z. Gajos |
| 2015 | AMIA | Personalized medicine beyond genetics: using personalized model-based forecasting to help type 2 diabetics understand and predict their post-meal glucose. | David J. Albers, Matthew E. Levine, Bruce J. Gluckman, George Hripcsak, Lena Mamykina |
| 2015 | AMIA | Influences, Barriers, and Motivations for Healthy Behaviors Among Pediatric Cancer Patients: A Focus Group Approach. | Michelle M. Chau, Elena J. Ladas, Lena Mamykina |
| 2015 | AMIA | In Search of Social Translucence: An Audit Log Analysis of Handoff Documentation Views and Update. | Silis Y. Jiang, R. Stanley Hum, David K. Vawdrey, Lena Mamykina |
| 2015 | AMIA | Qualitative Study of an Electronic Tool for Facilitating Problem-Solving and Sensemaking in Diabetes Self-Management, Mobile Diabetes Detectiv. | 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 |
| 2015 | AMIA | Opportunities for Social Media within Consumer Health Informatics. | Rupa Valdez, Sahiti Myneni, Andrea L. Hartzler, Lena Mamykina, Nathan K. Cobb, Laura E. Barnes |
| 2015 | CHI | Collective Sensemaking in Online Health Forums. | Lena Mamykina, Drashko Nakikj, Noemie Elhadad |
| 2014 | AMIA | Characterization of a Handoff Documentation Tool Through Usage Log Data. | Silis Y. Jiang, Alexandrea Murphy, David K. Vawdrey, R. Stanley Hum, Lena Mamykina |
| 2013 | AMIA | Shared Mental Models in Team Handoff and the Role of EHR. | Lena Mamykina, David R. Kaufman, R. Stanley Hum |
| 2012 | AMIA | Cognitive Task Analysis of an Electronic Documentation Support Application. | Michael Owen, David K. Vawdrey, David R. Kaufman, Lena Mamykina, Matthew R. Fred |
| 2012 | AMIA | Inside The Highly Interactive Handoff. | Alisabeth Shine, Lena Mamykina, R. Stanley Hum, Barbara Sheehan, David R. Kaufman |
| 2011 | CHI | Examining the impact of collaborative tagging on sensemaking in nutrition management. | Lena Mamykina, Andrew D. Miller, Catherine Grevet, Yevgeniy Eugene Medynskiy, Michael A. Terry, Elizabeth D. Mynatt, Patricia G. Davidson |
| 2011 | CHI | Design lessons from the fastest q&a site in the west. | Lena Mamykina, Bella Manoim, Manas Mittal, George Hripcsak, Bjrn Hartmann |
| 2010 | CHI | Constructing identities through storytelling in diabetes management. | Lena Mamykina, Andrew D. Miller, Elizabeth D. Mynatt, Daniel Greenblatt |
| 2009 | CHI | Evaluating new interactions in healthcare: challenges and approaches. | Rebecca Randell, Geraldine Fitzpatrick, Stephanie M. Wilson, Lena Mamykina, Charlotte Tang |
| 2009 | CHI | Interacting with eHealth: towards grand challenges for HCI. | m. c. schraefel, Paul Andr, 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 |
| 2008 | CHI | MAHI: investigation of social scaffolding for reflective thinking in diabetes management. | Lena Mamykina, Elizabeth D. Mynatt, Patricia G. Davidson, Daniel Greenblatt |
| 2007 | Mobisys | Investigating and supporting health management practices of individuals with diabetes. | Lena Mamykina, Elizabeth D. Mynatt |
| 2006 | CHI | Investigating health management practices of individuals with diabetes. | Lena Mamykina, Elizabeth D. Mynatt, David R. Kaufman |
| 2004 | CHI | HCI and homecare: connecting families and clinicians. | Lena Mamykina, Jakob E. Bardram, Ilkka Korhonen, Elizabeth D. Mynatt, Wanda Pratt |
| 2004 | CHI | CareView: analyzing nursing narratives for temporal trends. | Lena Mamykina, Stuart Goose, David Hedqvist, David V. Beard |
| 2001 | CHI | Time Aura: interfaces for pacing. | Lena Mamykina, Elizabeth D. Mynatt, Michael A. Terry |
| 2000 | CSCW | Evolution of Contact Point: a case study of a help desk and its users. | Lena Mamykina, Catherine G. Wolf |