Publications



My Google Scholar Profile is here

    2017


  • MobileDeepPill: A Small-Footprint Mobile Deep Learning System for Recognizing Unconstrained Pill Images
    Xiao Zeng, Kai Cao, and Mi Zhang.
    ACM International Conference on Mobile Systems, Applications, and Services (MobiSys), Niagara Falls, NY, June 2017.
    Acceptance Rate: 34/188 = 18% NIH Pill Image Recognition Challenge First Prize Winner (champion)
    [PDF | BibTex]
  • Personal Sensing: Understanding Mental Health Using Ubiquitous Sensors and Machine Learning
    David C. Mohr, Mi Zhang, and Stephen M. Schueller.
    Annual Review of Clinical Psychology (ARCP).
    Impact Factor: 12.214 Invited Paper
    [Link | BibTex]

  • 2016


  • AirSense: An Intelligent Home-based Sensing System for Indoor Air Quality Analytics
    Biyi Fang, Qiumin Xu, Taiwoo Park, and Mi Zhang.
    ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp), Heidelberg, Germany, Sept. 2016.
    Acceptance Rate: 114/481 = 23.7%
    [PDF | BibTex]
    Press Coverage: [Futurity | MSUToday]
  • BodyScan: Enabling Radio-based Sensing on Wearable Devices for Contactless Activity and Vital Sign Monitoring
    Biyi Fang, Nicholas D. Lane, Mi Zhang, Aidan Boran, and Fahim Kawsar.
    ACM International Conference on Mobile Systems, Applications, and Services (MobiSys), Singapore, June 2016.
    Acceptance Rate: 31/197 = 15.7%
    [PDF | BibTex | Video]
  • HeadScan: A Wearable System for Radio-based Sensing of Head and Mouth-related Activities
    Biyi Fang, Nicholas D. Lane, Mi Zhang, and Fahim Kawsar.
    ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN), Vienna, Austria, April 2016.
    Acceptance Rate: 23/117 = 19.7%
    [PDF | BibTex]
    Press Coverage: [Stanford Medicine | MedGadget | Futurity | MSUToday | Fox 2 (TV interview) | ReadWrite]
  • Towards Immersive and Interactive Gym Exercises (Demo)
    Fazlay Rabbi, Taiwoo Park, Biyi Fang, Mi Zhang, Youngki Lee, and Rajiv Ranganathan.
    ACM International Conference on Mobile Systems, Applications, and Services (MobiSys), Singapore, June 2016.
  • Towards Radio-based Sensing on Wearables (Poster)
    Biyi Fang, Nicholas D. Lane, Mi Zhang, Aidan Boran, and Fahim Kawsar.
    ACM International Conference on Mobile Systems, Applications, and Services (MobiSys), Singapore, June 2016.

  • 2015


  • MyBehavior: Automatic Personalized Health Feedback from User Behavior and Preference using Smartphones
    Mashfiqui Rabbi, Min Hane Aung, Mi Zhang, and Tanzeem Choudhury.
    ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp), Osaka, Japan, September 2015.
    Acceptance Rate: 93/394 = 23.6%
    [PDF | BibTex]
    Press Coverage: [MIT Technology Review | Mashable]
  • DoppleSleep: A Contactless Unobtrusive Sleep Sensing System Using Short-Range Doppler Radar
    Tauhidur Rahman, Alexander Adams, Ruth Ravichandran, Mi Zhang, Shwetak Patel, Julie Kientz, and Tanzeem Choudhury.
    ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp), Osaka, Japan, September 2015.
    Acceptance Rate: 93/394 = 23.6% Best Paper Nominee
    [PDF | BibTex]
    Press Coverage: [MIT Technology Review]
  • An Intelligent Crowd-Worker Selection Approach for Reliable Content Labeling of Food Images
    Mashfiqui Rabbi, Jean Costa, Fabian Okeke, Max Schachere, Mi Zhang, and Tanzeem Choudhury.
    ACM Wireless Health Conference (Wireless Health), Bethesda, MD, October 2015.
    Acceptance Rate: 28/106 = 26.4%
    [PDF | BibTex]
  • Mobile Phone Sensor Correlates of Depressive Symptom Severity in Daily-Life Behavior: An Exploratory Study
    Sohrob Saeb, Mi Zhang, Christopher J. Karr, Stephen M. Schueller, Marya E. Corden, Konrad P. Kording, and David C. Mohr.
    Journal of Medical Internet Research (JMIR), Volume 17, Issue 7, Pages e175, July 2015.
    Impact Factor: 4.7
    [Link | BibTex]
    Press Coverage: [CNN | TechCrunch | The Verge | TIME | CBS | Fox News | Discovery News | Washington Post | Huffington Post | US News]
  • Automated Personalized Feedback for Physical Activity and Dietary Behavior Change with Mobile Phones: A Randomized Controlled Trial on Adults
    Mashfiqui Rabbi, Angela Pfammatter, Mi Zhang, Bonnie Spring, and Tanzeem Choudhury.
    Journal of Medical Internet Research (JMIR) mHealth and uHealth, Volume 3, Issue 2, Pages e42, April 2015.
    Impact Factor: 4.7
    [Link | BibTex]
    Press Coverage: [MobiHealth News]
  • The Relationship between Clinical, Momentary, and Sensor-based Assessment of Depression
    Sohrob Saeb, Mi Zhang, Mary Kwasney, Christopher J. Karr, Konrad Kording, and David C. Mohr.
    International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth), Istanbul, Turkey, May 2015.
    Acceptance Rate: 38%
    [PDF | BibTex]
  • SAINT: A Scalable Sensing and Inference Toolkit (Poster)
    Mashfiqui Rabbi, Thiago Caetano, Jean Costa, Saeed Abdullah, Mi Zhang, and Tanzeem Choudhury.
    ACM International Workshop on Mobile Computing Systems and Applications (HotMobile), Santa Fe, NM, February 2015.
  • Eavesdropping on Our Body Using a Wearable Microphone
    Tauhidur Rahman, Alexander Adams, Mi Zhang, Erin Cherry, and Tanzeem Choudhury.
    ACM SIGMOBILE Mobile Computing and Communications Review (GetMobile), Volume 19, Issue 1, Pages 14-17, January 2015.
    [PDF | BibTex]
  • Feasibility of B-mode Diagnostic Ultrasonic Energy Transfer and Telemetry to a cm2 Sized Deep-Tissue Implant
    Biyi Fang, Tao Feng, Mi Zhang, and Shantanu Chakrabartty.
    IEEE International Symposium on Circuits and Systems (ISCAS), Lisbon, Portugal, May 2015.
    [PDF | BibTex]

  • 2014


  • BodyBeat: A Mobile System for Sensing Non-Speech Body Sounds
    Tauhidur Rahman, Alexander T. Adams, Mi Zhang, Erin Cherry, Bobby Zhou, Huaishu Peng, and Tanzeem Choudhury.
    ACM International Conference on Mobile Systems, Applications, and Services (MobiSys), Bretton Woods, NH, June 2014.
    Acceptance Rate: 25/185 = 13.5%
    [PDF | BibTex]
    Press Coverage: [MIT Technology Review | Wall Street Journal | New Scientist]
  • Towards Accurate Non-Intrusive Recollection of Stress Levels Using Mobile Sensing and Contextual Recall
    Tauhidur Rahman, Mi Zhang, Stephen Voida, and Tanzeem Choudhury.
    International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth), Oldenburg, Germany, 2014.
    Acceptance Rate: 26%
    [PDF | BibTex]

  • 2013 and Earlier


  • Harshvardhan Vathsangam, Mi Zhang, Alexander Tarashansky, Alexander A. Sawchuk, and Gaurav S. Sukhatme.
    The Annual Asilomar Conference on Signals, Systems, and Computers (ASILOMAR), 2013.
  • Mi Zhang and Alexander A. Sawchuk.
    IEEE Journal of Biomedical and Health Informatics (J-BHI), Volume 17, Issue 3, Pages 553 - 560, May 2013. Featured Article
  • Mi Zhang and Alexander A. Sawchuk.
    ACM International Conference on Ubiquitous Computing (UbiComp) Workshop on Situation, Activity and Goal Awareness, 2012.
    [Dataset]
  • Mi Zhang and Alexander A. Sawchuk.
    ACM International Conference on Ubiquitous Computing (UbiComp) Workshop on Ubiquitous Mobile Instrumentation, 2012.
  • Wenyao Xu, Mi Zhang, Alexander A. Sawchuk, and Majid Sarrafzadeh.
    IEEE Transactions on Biomedical Engineering (TBME), Volume 59, Issue 11, Pages 3169 - 3176, November 2012.
  • Mi Zhang, Wenyao Xu, Alexander A. Sawchuk, and Majid Sarrafzadeh.
    International Conference on Pattern Recognition (ICPR), 2012.
  • Mi Zhang, Belinda Lange, Chien-Yen Chang, Alexander A. Sawchuk, and Albert A. Rizzo.
    International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2012.
  • Chien-Yen Chang, Belinda Lange, Mi Zhang, Sebastian Koenig, Phil Requejo, Noom Somboon, Alexander Sawchuk, Albert Rizzo.
    International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth), 2012.
    Acceptance Rate: 30%
  • Wenyao Xu, Mi Zhang, Alexander A. Sawchuk, and Majid Sarrafzadeh.
    IEEE International Conference on Wearable and Implantable Body Sensor Networks (BSN), 2012.
  • Mi Zhang and Alexander A. Sawchuk.
    ACM SIGHIT International Health Informatics Symposium (IHI), 2012.
    Acceptance Rate: 18%
  • Mi Zhang and Alexander A. Sawchuk.
    IEEE International Conference on Machine Learning and Applications (ICMLA), 2011.
    Acceptance Rate: 27%
  • Mi Zhang and Alexander A. Sawchuk.
    International Conference on Body Area Networks (BodyNets), 2011.
  • Mi Zhang, Belinda Lange, Chien-Yen Chang, and Alexander A. Sawchuk.
    AMA-IEEE EMBS Medical Technology Conference (MedTech), Boston, Massachusetts, USA, October 2011.
  • Mi Zhang and Alexander A. Sawchuk.
    ACM International Conference on Ubiquitous Computing (UbiComp) Workshop on Situation, Activity and Goal Awareness, 2011.
  • Mi Zhang and Alexander A. Sawchuk.
    ACM International Conference on Ubiquitous Computing (UbiComp) Workshop on Context-Awareness for Self-Managing Systems, 2011.
  • Fuming Shih and Mi Zhang.
    W3C Workshop on Privacy and Data Usage Control, 2010.
  • Mi Zhang, Anand Joshi, Ritesh Kadmawala, Karthik Dantu, Sameera Poduri, and Gaurav S. Sukhatme.
    International Conference on Mobile Computing, Applications and Services (MobiCASE), 2009.
  • Mi Zhang and Alexander A. Sawchuk.
    International Symposium on Applied Sciences in Biomedical and Communication Technologies (ISABEL), 2009.
  • Shuping Liu and Mi Zhang.
    International Conference on Information, Communications and Signal Processing (ICICS), 2009.



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