Abstract is missing.
- Introduction to Part I: mHealth Applications and ToolsSantosh Kumar 0001, James M. Rehg, Susan A. Murphy. 3-6 [doi]
- StudentLife: Using Smartphones to Assess Mental Health and Academic Performance of College StudentsRui Wang, Fanglin Chen, Zhenyu Chen, Tianxing Li, Gabriella M. Harari, Stefanie Tignor, Xia Zhou, Dror Ben-Zeev, Andrew T. Campbell. 7-33 [doi]
- Circadian Computing: Sensing, Modeling, and Maintaining Biological RhythmsSaeed Abdullah, Elizabeth L. Murnane, Mark Matthews, Tanzeem Choudhury. 35-58 [doi]
- Design Lessons from a Micro-Randomized Pilot Study in Mobile HealthShawna N. Smith, Andy Jinseok Lee, Kelly Hall, Nicholas J. Seewald, Audrey Boruvka, Susan A. Murphy, Predrag V. Klasnja. 59-82 [doi]
- The Use of Asset-Based Community Development in a Research Project Aimed at Developing mHealth Technologies for Older AdultsDavid H. Gustafson, Fiona McTavish, David H. Gustafson Jr., Scott Gatzke, Christa Glowacki, Brett Iverson, Pat Batemon, Roberta A. Johnson. 83-99 [doi]
- Designing Mobile Health Technologies for Self-Monitoring: The Bite Counter as a Case StudyEric R. Muth, Adam W. Hoover. 101-120 [doi]
- mDebugger: Assessing and Diagnosing the Fidelity and Yield of Mobile Sensor DataMd. Mahbubur Rahman, Nasir Ali, Rummana Bari, Nazir Saleheen, Mustafa al'Absi, Emre Ertin, Ashley Kennedy, Kenzie L. Preston, Santosh Kumar 0001. 121-143 [doi]
- Introduction to Part II: Sensors to mHealth MarkersSantosh Kumar 0001, James M. Rehg, Susan A. Murphy. 147-150 [doi]
- Challenges and Opportunities in Automated Detection of Eating ActivityEdison Thomaz, Irfan A. Essa, Gregory D. Abowd. 151-174 [doi]
- Detecting Eating and Smoking Behaviors Using SmartwatchesAbhinav Parate, Deepak Ganesan. 175-201 [doi]
- Wearable Motion Sensing Devices and Algorithms for Precise Healthcare Diagnostics and GuidanceYan Wang 0004, Mahdi Ashktorab, Hua-I Chang, Xiaoxu Wu, Gregory J. Pottie, William J. Kaiser. 203-218 [doi]
- Paralinguistic Analysis of Children's Speech in Natural EnvironmentsHrishikesh Rao, Mark A. Clements, Yin Li, Meghan R. Swanson, Joseph Piven, Daniel S. Messinger. 219-238 [doi]
- Pulmonary Monitoring Using SmartphonesEric C. Larson, Elliot Saba, Spencer A. Kaiser, Mayank Goel, Shwetak N. Patel. 239-264 [doi]
- Wearable Sensing of Left Ventricular FunctionOmer T. Inan. 265-287 [doi]
- A New Direction for Biosensing: RF Sensors for Monitoring Cardio-Pulmonary FunctionJu Gao, Siddharth Baskar, Diyan Teng, Mustafa al'Absi, Santosh Kumar 0001, Emre Ertin. 289-312 [doi]
- Wearable Optical SensorsZachary S. Ballard, Aydogan Ozcan. 313-342 [doi]
- Introduction to Part III: Markers to mHealth PredictorsJames M. Rehg, Susan A. Murphy, Santosh Kumar 0001. 345-348 [doi]
- Exploratory Visual Analytics of Mobile Health Data: Sensemaking Challenges and OpportunitiesPeter J. Polack Jr., Moushumi Sharmin, Kaya de Barbaro, Minsuk Kahng, Shang-Tse Chen, Duen Horng Chau. 349-360 [doi]
- Learning Continuous-Time Hidden Markov Models for Event DataYu-Ying Liu, Alexander Moreno, Shuang Li, Fuxin Li, Le Song, James M. Rehg. 361-387 [doi]
- Time Series Feature Learning with Applications to Health CareZhengping Che, Sanjay Purushotham, David C. Kale, Wenzhe Li, Mohammad Taha Bahadori, Robinder G. Khemani, Yan Liu. 389-409 [doi]
- From Markers to Interventions: The Case of Just-in-Time Stress InterventionHillol Sarker, Karen Hovsepian, Soujanya Chatterjee, Inbal Nahum-Shani, Susan A. Murphy, Bonnie Spring, Emre Ertin, Mustafa al'Absi, Motohiro Nakajima, Santosh Kumar 0001. 411-433 [doi]
- Introduction to Part IV: Predictors to mHealth InterventionsSusan A. Murphy, James M. Rehg, Santosh Kumar 0001. 437-441 [doi]
- Modeling Opportunities in mHealth Cyber-Physical SystemsWendy Nilsen, Emre Ertin, Eric B. Hekler, Santosh Kumar 0001, Insup Lee, Rahul Mangharam, Misha Pavel, James M. Rehg, William T. Riley, Daniel E. Rivera, Donna Spruijt-Metz. 443-453 [doi]
- Control Systems Engineering for Optimizing Behavioral mHealth InterventionsDaniel E. Rivera, César A. Martín, Kevin P. Timms, Sunil Deshpande, Naresh N. Nandola, Eric B. Hekler. 455-493 [doi]
- From Ads to Interventions: Contextual Bandits in Mobile HealthAmbuj Tewari, Susan A. Murphy. 495-517 [doi]
- Towards Health Recommendation Systems: An Approach for Providing Automated Personalized Health Feedback from Mobile DataMashfiqui Rabbi, Min Hane Aung, Tanzeem Choudhury. 519-542 [doi]