Advancing biomedical discovery and improving health through mobile sensor Big Data

Publications

MD2K Research | Research Thrusts

Recent Publications by MD2K Researchers

212 entries « 1 of 11 »
Robert Pienta, Minsuk Kahng, Zhang Lin, Jilles Vreeken, Partha Talukdar, James Abello, Ganesh Parameswaran, Duen Horng Chau (2017): Adaptive Local Exploration of Large Graphs . In: 17th SIAM International Conference on Data Mining, SIAM Forthcoming. (Type: Inproceedings | BibTeX)

Moustafa Alzantot, Supriyo Chakraborty, Mani B. Srivastava (2017): SenseGen: A Deep Learning Architecture for Synthetic Sensor Data Generation . In: IEEE BICA’17 (co-located with IEEE Percom 2017), Forthcoming. (Type: Journal Article | Abstract | Links | BibTeX)

Inbal Nahum-Shani, Ashkan Ertefaie, Xi (Lucy) Lu, Kevin G. Lynch, James R. McKay, David W. Oslin, Daniel Almirall (2017): A SMART data analysis method for constructing adaptive treatment strategies for substance use disorders . In: Addiction, pp. n/a–n/a, 2017, ISSN: 1360-0443, (ADD-16-0011.R2). (Type: Journal Article | Links | BibTeX)

B Spring, A Pfammatter, N Alshurafa (2017): First steps into the brave new transdiscipline of mobile health . In: JAMA Cardiology, 2 (1), pp. 76-78, 2017. (Type: Journal Article | Links | BibTeX)

Inbal Nahum-Shani, Ashkan Ertefaie, Xi Lu, Kevin G. Lynch, James R. McKay, David Oslin, Daniel Almirall (2016): A SMART Data Analysis Method for Constructing Adaptive Treatment Strategies for Substance Use Disorders . In: Addiction, pp. n/a–n/a, Forthcoming, ISSN: 1360-0443, (ADD-16-0011.R2). (Type: Journal Article | Links | BibTeX)

Nithin Sugavanam, Siddharth Baskar, Emre Ertin (2016): Recovery guarantees for high resolution radar sensing with compressive illumination . In: Compressed Sensing Theory and its Applications to Radar, Sonar and Remote Sensing (CoSeRa), 2016 4th International Workshop on, pp. 252–256, IEEE 2016. (Type: Inproceedings | BibTeX)

Roy J Adams, Benjamin M Marlin (2016): Learning Time Series Detection Models from Temporally Imprecise Labels . In: arXiv preprint arXiv:1611.02258, 2016. (Type: Journal Article | BibTeX)

Kevin Patrick, Eric B. Hekler, Deborah Estrin, David C. Mohr, Heleen Riper, David Crane, Job Godino, William T. Riley (2016): The Pace of Technologic Change: Implications for Digital Health Behavior Intervention Research . In: American Journal of Preventive Medicine, 51 (5), pp. 816 – 824, 2016, ISSN: 0749-3797. (Type: Journal Article | Abstract | Links | BibTeX)

Addison Mayberry, Yamin Tun, Pan Hu, Duncan Smith-Freedman, Deepak Ganesan, Benjamin M Marlin, Christopher Salthouse, Christopher (2016): THE I IN THE EYE . In: GetMobile: Mobile Computing and Communications, 20 (2), pp. 27–30, 2016. (Type: Journal Article | BibTeX)

Lucy Yardley, Bonnie J Spring, Heleen Riper, Leanne G Morrisonand David H Crane, Kristina Curtis, Gina C Merchant, Felix Naughton, Ann Blandford (2016): Understanding and promoting effective engagement with digital behavior change interventions . In: American Journal of Preventive Medicine, 51 (5), pp. 833–842, 2016. (Type: Journal Article | BibTeX)

Laura Hiatt, Roy J Adams, Benjamin M Marlin (2016): An Improved Data Representation for Smoking Detection with Wearable Respiration Sensors . In: Healthcare Informatics (ICHI), 2016 IEEE International Conference on, pp. 409–409, IEEE 2016. (Type: Inproceedings | BibTeX)

Inbal Nahum-Shani, Shawna N. Smith, Bonnie J. Spring, Linda M. Collins, Katie Witkiewitz, Ambuj Tewari, Susan A. Murphy (2016): Just-in-Time Adaptive Interventions (JITAIs) in Mobile Health: Key Components and Design Principles for Ongoing Health Behavior Support . In: Annals of Behavioral Medicine, pp. 1–17, 2016, ISSN: 1532-4796. (Type: Journal Article | Abstract | Links | BibTeX)

Annamalai Natarajan, Gustavo Angarita, Edward Gaiser, Robert Malison, Deepak Ganesan, Benjamin M. Marlin (2016): Domain Adaptation Methods for Improving Lab-to-field Generalization of Cocaine Detection Using Wearable ECG . In: Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, pp. 875–885, ACM, Heidelberg, Germany, 2016, ISBN: 978-1-4503-4461-6. (Type: Inproceedings | Links | BibTeX)

Gabriel Reyes, Dingtian Zhang, Sarthak Ghosh, Pratik Shah, Jason Wu, Aman Parnami, Bailey Bercik, Thad Starner, Gregory D. Abowd, W. Keith Edwards (2016): Whoosh: Non-Voice Acoustics for Low-Cost, Hands-Free, and Rapid Input on Smartwatches . In: Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing (to appear), 2016. (Type: Inproceedings | Abstract | Links | BibTeX)

Cheng Zhang, Junrui Yang, Caleb Southern, Thad Starner, Gregory Abowd (2016): WatchOut: Extending Interactions on a Smartwatch with Inertial Sensing . In: Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing (to appear), 2016. (Type: Inproceedings | BibTeX)

Soujanya Chatterjee, Karen Hovsepian, Hillol Sarker, Nazir Saleheen, Mustafa al’Absi, Gowtham Atluri, Emre Ertin, Cho Lam, Andrine Lemieux, Motohiro Nakajima, Bonnie Spring, David W. Wetter, Santosh Kumar (2016): mCrave: Continuous Estimation of Craving During Smoking Cessation . In: Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing , pp. 863-874, ACM, New York, NY USA, 2016, ISBN: 978-1-4503-4461-6. (Type: Inproceedings | Abstract | Links | BibTeX)

Nazir Saleheen, Supriyo Chakraborty, Nasir Ali, Md Mahbubur Rahman, Syed Monowar Hossain, Rummana Bari, Eugene Buder, Mani Srivastava, Santosh Kumar (2016): mSieve: Differential Behavioral Privacy in Time Series of Mobile Sensor Data . In: Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, pp. 706-717, ACM, New York, NY USA, 2016, ISBN: 978-1-4503-4461-6. (Type: Inproceedings | Abstract | Links | BibTeX)

David Kotz, Carl A Gunter, Santosh Kumar, Jonathan P Weiner (2016): Privacy and Security in Mobile Health: A Research Agenda . In: Computer, 49 (6), pp. 22-30, 2016. (Type: Journal Article | Abstract | Links | BibTeX)

Sarker, Hillol, Tyburski, Matthew, Rahman, Md Mahbubur, Hovsepian, Karen, Sharmin, Moushumi, Epstein, David H., Preston, Kenzie L., Furr-Holden, C. Debra, Milam, Adam, Nahum-Shani, Inbal, al’Absi, Mustafa, Kumar, Santosh (2016): Finding Significant Stress Episodes in a Discontinuous Time Series of Rapidly Varying Mobile Sensor Data . In: Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, pp. 4489–4501, ACM, Santa Clara, California, USA, 2016, ISBN: 978-1-4503-3362-7. (Type: Inproceedings | Links | BibTeX)

Muhammad Ali Gulzari, Matteo Interlandi, Seunghyun Yoo, Sai Deep Tetali, Tyson Condie, Todd Millstein, Miryung Kim (2016): BigDebug: Debugging Primitives for Interactive Big Data Processing in Spark . In: Proceedings of the 38th International Conference on Software Engineering, pp. 784–795, ACM, Austin, Texas, 2016, ISBN: 978-1-4503-3900-1. (Type: Inproceedings | Links | BibTeX)

212 entries « 1 of 11 »