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ORCIDMobile Health - Sensors, Analytic Methods, and Applications 2017
- James M. Rehg, Susan A. Murphy, Santosh Kumar:
Mobile Health - Sensors, Analytic Methods, and Applications. Springer 2017, ISBN 978-3-319-51393-5
mHealth Applications and Tools
- Santosh Kumar, James M. Rehg, Susan A. Murphy:
Introduction to Part I: mHealth Applications and Tools. 3-6 - Rui Wang, Fanglin Chen, Zhenyu Chen, Tianxing Li
, Gabriella M. Harari, Stefanie Tignor, Xia Zhou, Dror Ben-Zeev, Andrew T. Campbell:
StudentLife: Using Smartphones to Assess Mental Health and Academic Performance of College Students. 7-33 - Saeed Abdullah, Elizabeth L. Murnane, Mark Matthews, Tanzeem Choudhury:
Circadian Computing: Sensing, Modeling, and Maintaining Biological Rhythms. 35-58 - Shawna N. Smith, Andy Jinseok Lee, Kelly Hall, Nicholas J. Seewald, Audrey Boruvka, Susan A. Murphy, Predrag V. Klasnja:
Design Lessons from a Micro-Randomized Pilot Study in Mobile Health. 59-82 - David H. Gustafson, Fiona McTavish, David H. Gustafson Jr., Scott Gatzke, Christa Glowacki, Brett Iverson, Pat Batemon, Roberta A. Johnson:
The Use of Asset-Based Community Development in a Research Project Aimed at Developing mHealth Technologies for Older Adults. 83-99 - Eric R. Muth, Adam W. Hoover:
Designing Mobile Health Technologies for Self-Monitoring: The Bite Counter as a Case Study. 101-120 - Md. Mahbubur Rahman, Nasir Ali, Rummana Bari, Nazir Saleheen, Mustafa al'Absi, Emre Ertin, Ashley Kennedy, Kenzie L. Preston, Santosh Kumar:
mDebugger: Assessing and Diagnosing the Fidelity and Yield of Mobile Sensor Data. 121-143
Sensors to mHealth Markers
- Santosh Kumar, James M. Rehg, Susan A. Murphy:
Introduction to Part II: Sensors to mHealth Markers. 147-150 - Edison Thomaz, Irfan A. Essa, Gregory D. Abowd:
Challenges and Opportunities in Automated Detection of Eating Activity. 151-174 - Abhinav Parate, Deepak Ganesan:
Detecting Eating and Smoking Behaviors Using Smartwatches. 175-201 - Yan Wang, Mahdi Ashktorab, Hua-I Chang, Xiaoxu Wu, Gregory J. Pottie, William J. Kaiser:
Wearable Motion Sensing Devices and Algorithms for Precise Healthcare Diagnostics and Guidance. 203-218 - Hrishikesh Rao, Mark A. Clements, Yin Li, Meghan R. Swanson, Joseph Piven, Daniel S. Messinger:
Paralinguistic Analysis of Children's Speech in Natural Environments. 219-238 - Eric C. Larson, Elliot Saba, Spencer A. Kaiser, Mayank Goel, Shwetak N. Patel:
Pulmonary Monitoring Using Smartphones. 239-264 - Omer T. Inan:
Wearable Sensing of Left Ventricular Function. 265-287 - Ju Gao, Siddharth Baskar, Diyan Teng, Mustafa al'Absi, Santosh Kumar, Emre Ertin:
A New Direction for Biosensing: RF Sensors for Monitoring Cardio-Pulmonary Function. 289-312 - Zachary S. Ballard, Aydogan Ozcan:
Wearable Optical Sensors. 313-342
Markers to mHealth Predictors
- James M. Rehg, Susan A. Murphy, Santosh Kumar:
Introduction to Part III: Markers to mHealth Predictors. 345-348 - Peter J. Polack Jr., Moushumi Sharmin, Kaya de Barbaro, Minsuk Kahng, Shang-Tse Chen, Duen Horng Chau:
Exploratory Visual Analytics of Mobile Health Data: Sensemaking Challenges and Opportunities. 349-360 - Yu-Ying Liu, Alexander Moreno, Shuang Li, Fuxin Li, Le Song, James M. Rehg:
Learning Continuous-Time Hidden Markov Models for Event Data. 361-387 - Zhengping Che, Sanjay Purushotham, David C. Kale, Wenzhe Li, Mohammad Taha Bahadori, Robinder G. Khemani, Yan Liu:
Time Series Feature Learning with Applications to Health Care. 389-409 - Hillol Sarker, Karen Hovsepian, Soujanya Chatterjee, Inbal Nahum-Shani, Susan A. Murphy, Bonnie Spring, Emre Ertin, Mustafa al'Absi, Motohiro Nakajima, Santosh Kumar:
From Markers to Interventions: The Case of Just-in-Time Stress Intervention. 411-433
Predictors to mHealth Interventions
- Susan A. Murphy, James M. Rehg, Santosh Kumar:
Introduction to Part IV: Predictors to mHealth Interventions. 437-441 - Wendy Nilsen, Emre Ertin, Eric B. Hekler, Santosh Kumar, Insup Lee, Rahul Mangharam, Misha Pavel, James M. Rehg, William T. Riley, Daniel E. Rivera, Donna Spruijt-Metz:
Modeling Opportunities in mHealth Cyber-Physical Systems. 443-453 - Daniel E. Rivera, César A. Martín, Kevin P. Timms, Sunil Deshpande, Naresh N. Nandola, Eric B. Hekler:
Control Systems Engineering for Optimizing Behavioral mHealth Interventions. 455-493 - Ambuj Tewari, Susan A. Murphy:
From Ads to Interventions: Contextual Bandits in Mobile Health. 495-517 - Mashfiqui Rabbi, Min Hane Aung, Tanzeem Choudhury:
Towards Health Recommendation Systems: An Approach for Providing Automated Personalized Health Feedback from Mobile Data. 519-542
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