Matthew E. Levine
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
16
Venues
3
Active years
2015–2025
Best venue rank
A*
Where they publish
Papers
16 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 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 |
| 2024 | ICML | Hybrid2 Neural ODE Causal Modeling and an Application to Glycemic Response. | Bob Junyi Zou, Matthew E. Levine, Dessi P. Zaharieva, Ramesh Johari, Emily B. Fox |
| 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 |
| 2020 | AMIA | Lessons learned from assimilating knowledge into machine learning to forecast and control glucose in a critical care setting. | David J. Albers, Melike Sirlanci Tuysuzoglu, Matthew E. Levine, Caroline Der Nigoghossian, Andrew M. Stuart, Jan Claassen, Bruce J. Gluckman, George Hripcsak |
| 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 | Using mechanistic machine learning to forecast glucose and infer physiologic phenotypes in the ICU: what is possible and what are the challenges. | David J. Albers, Matthew E. Levine, Andrew M. Stuart, Jan Claassen, Bruce J. Gluckman, George Hripcsak |
| 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 | 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 |
| 2017 | AMIA | Why predicting postprandial glucose using self-monitoring data is difficult. | David J. Albers, Matthew E. Levine, Andrew M. Stuart, Bruce J. Gluckman, George Hripcsak |
| 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 |
| 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 | Comparing Lagged Linear Correlation, Lagged Regression, Granger Causality, and Vector Autoregression for Uncovering Associations in EHR Data. | Matthew E. Levine, David J. Albers, George Hripcsak |
| 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 |