Mi Zhang, Ph.D.
Affiliations: | 2013 | Electrical Engineering | University of Southern California, Los Angeles, CA, United States |
Area:
Electronics and Electrical Engineering, Computer EngineeringGoogle:
"Mi Zhang"Parents
Sign in to add mentorAlexander A. Sawchuk | grad student | 2013 | USC | |
(Ubiquitous computing for human activity analysis with applications in personalized healthcare.) |
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Publications
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Mohr DC, Zhang M, Schueller SM. (2017) Personal Sensing: Understanding Mental Health Using Ubiquitous Sensors and Machine Learning. Annual Review of Clinical Psychology |
Saeb S, Zhang M, Karr CJ, et al. (2015) Mobile Phone Sensor Correlates of Depressive Symptom Severity in Daily-Life Behavior: An Exploratory Study. Journal of Medical Internet Research. 17: e175 |
Rabbi M, Pfammatter A, Zhang M, et al. (2015) Automated personalized feedback for physical activity and dietary behavior change with mobile phones: a randomized controlled trial on adults. Jmir Mhealth and Uhealth. 3: e42 |
Zhang M, Sawchuk AA. (2013) Human daily activity recognition with sparse representation using wearable sensors. Ieee Journal of Biomedical and Health Informatics. 17: 553-60 |
Vathsangam H, Zhang M, Tarashansky A, et al. (2013) Towards practical energy expenditure estimation with mobile phones Conference Record - Asilomar Conference On Signals, Systems and Computers. 74-79 |
Zhang M, Lange B, Chang CY, et al. (2012) Beyond the standard clinical rating scales: fine-grained assessment of post-stroke motor functionality using wearable inertial sensors. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2012: 6111-5 |
Xu W, Zhang M, Sawchuk AA, et al. (2012) Robust human activity and sensor location corecognition via sparse signal representation. Ieee Transactions On Bio-Medical Engineering. 59: 3169-76 |
Chang CY, Lange B, Zhang M, et al. (2012) Towards pervasive physical rehabilitation using microsoft kinect 2012 6th International Conference On Pervasive Computing Technologies For Healthcare and Workshops, Pervasivehealth 2012. 159-162 |
Zhang M, Sawchuk AA. (2012) A feature selection-based framework for human activity recognition using wearable multimodal sensors Bodynets 2011 - 6th International Icst Conference On Body Area Networks. 92-98 |
Zhang M, Sawchuk AA. (2012) Motion primitive-based human activity recognition using a Bag-of-Features approach Ihi'12 - Proceedings of the 2nd Acm Sighit International Health Informatics Symposium. 631-640 |