Relevant Papers
Hossain SM, Hnat T, Saleheen N, Nasrin NJ, Noor J, Ho B-J, Condie T, Srivastava M and Kumar S (2017), "mCerebrum: An mHealth Software Platform for Development and Validation of Digital Biomarkers and Interventions", In The ACM Conference on Embedded Networked Sensor Systems (SenSys)., November, 2017.
Sarker, H., Tyburski, M., Rahman, M., Hovsepian, K., Sharmin, M., Epstein, D., Preston, K., Furr-Holden, D., Nahum-Shani, I., al’Absi, M., and Kumar, S. Finding Significant Stress Episodes in a Discontinuous Time-series of Rapidly Varying Mobile Sensor Data. ACM Conference on Human Computer Interaction (CHI 2016).
Moushumi Sharmin, Andrew Raij, David Epstein, Inbal Nahum-Shani, J Gayle Beck, Sudip Vhaduri, Kenzie Preston, and Santosh Kumar. Visualization of Time-Series Sensor Data to Inform the Design of Just-In-Time Adaptive Stress Interventions, ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2015).
Karen Hovsepian, Mustafa al’Absi, Emre Ertin, Thomas Kamarck, and Santosh Kumar. cStress: Towards a Gold Standard for Continuous Stress Assessment in the Mobile Environment, ACM International Joint Conference on Pervasive and Ubiquitous Computing ((UbiComp 2015).
Nazir Saleheen, Amin A. Ali, Syed Monowar Hossain, Hillol Sarker, Soujanya Chatterjee, Benjamin Marlin, Emre Ertin, Mustafa al’Absi, and Santosh Kumar. puffMarker: A Multi-sensor Approach for Pinpointing the Timing of First Lapse in Smoking Cessation, ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2015).
Kurt Plarre, Andrew Raij, Syed Monowar Hossain, Amin Ahsan Ali, Motohiro Nakajima, Mustafa al’Absi, Emre Ertin, Thomas Kamarck, Santosh Kumar, Marcia Scott, Daniel Siewiorek, Asim Smailagic, Lorentz E Wittmers Jr. Continuous in-the-field measurement of heart rate: correlates of drug use, craving, stress, and mood in polydrug users, 10th International Conference on Information Processing in Sensor Networks (IPSN), 2011
Kumar, M. al’Absi, J.G. Beck, E. Ertin, M. Scott. Behavioral Monitoring and Assessment via Mobile Sensing Technologies. In: Marsch,; Lord,; Dallery, (Ed.): Leveraging Technology to Transform Behavioral Healthcare, pp. 27-39, Oxford Press, 2014.
M Rahman, R. Bari, A.A. Ali, M. Sharmin, A. Raij, K. Hovsepian, S.M. Hossain, E. Ertin, A. Kennedy, D.H. Epstein, K.L. Preston, M. Jobes, J.G. Beck, S. Kedia, K.D. Ward, M. al’Absi, S. Kumar. Are we there yet?: feasibility of continuous stress assessment via wireless physiological sensors, 5th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics, pp. 479–488, ACM 2014.
Vhaduri, A.A. Ali, M. Sharmin, K. Hovsepian, S. Kumar. (2014) Estimating Drivers’ Stress from GPS Traces, 6th International Conference on Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI ’14)
Sarker, M. Sharmin, A.A. Ali, M.M. Rahman, R. Bari, S.M. Hossain, S. Kumar. Assessing the Availability of Users to Engage in Just-in-time Intervention in the Natural Environment. 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp ‘14).
M. Hossain, A.A. Ali, M.M. Rahman, E. Ertin, D. Epstein, A. Kennedy, K. Preston, A. Umbricht, Y. Chen, S. Kumar. Identifying Drug (Cocaine) Intake Events from Acute Physiological Response in the Presence of Free-living Physical Activity, 13th ACM/IEE Conference on Information Processing in Sensor Networks, 2014.
Ju Gao, Emre Ertin, Sudhakar Kumar, Mustafa al’Absi. Contactless sensing of physiological signals using wideband RF probes, Asilomar Conference on Signals, Systems and Computers, 2013.
Mustafa Al’Absi, Motohiro Nakajima, Bingshuo Li, Santosh Kumar, Emre Ertin, Marcia S Scott, Lorentz Wittmers. The Assessment of Psychophysiological Response to Laboratory Stress Using A Wireless Ambulatory System: A Validation Study, Vol. 50, Psychophysiology, 2013.
Motohiro Nakajima, Santosh Kumar, Lorentz Wittmers, Marcia S Scott, Mustafa al’Absi. Psychophysiological responses to stress following alcohol intake in social drinkers who are at risk of hazardous drinking, Vol. 93, Issue 1, Biological Psychology, 2013
Motohiro Nakajima, Bingshuo Li, Santosh Kumar, Emre Ertin, Marcia S Scott, Lorentz Wittmers, Mustafa al’Absi. Validating a Novel Wireless Ambulatory Technology in the Assessment of Stress: A Pilot Study, Vol 73, Issue 3, Psychosomatic Medicine, 2013
Amin Ahsan Ali, Syed Monowar Hossain, Karen Hovsepian, Md Mahbubur Rahman, Kurt Plarre, Santosh Kumar. mPuff: automated detection of cigarette smoking puffs from respiration measurements, 11th international conference on Information Processing in Sensor Networks, 2012
Santosh Kumar, Mustafa al’Absi, Emre Ertin. Automated Assessment of Naturally Occurring Conversations, Vol 23, Annals of Behavioral Medicine, 2012
Emre Ertin, Nathan Stohs, Santosh Kumar, Andrew Raij, Mustafa al’Absi, Siddharth Shah. AutoSense: unobtrusively wearable sensor suite for inferring the onset, causality, and consequences of stress in the field. 9th ACM Conference on Embedded Networked Sensor Systems. 2011
Md Mahbubur Rahman, Amin Ahsan Ali, Kurt Plarre, Mustafa al’Absi, Emre Ertin, Santosh Kumar. mConverse: inferring conversation episodes from respiratory measurements collected in the field, 2nd Conference on Wireless Health, 2011
Mohamed Musthag, Andrew Raij, Deepak Ganesan, Santosh Kumar, Saul Shiffman. Exploring micro-incentive strategies for participant compensation in high-burden studies, 13th international conference on Ubiquitous Computing (UbiComp 2011).
Motohiro Nakajima, Mustafa al’Absi, Santosh Kumar, Emre Ertin, Angela K George, Nancy Dold, Lorentz Wittmers, Subjective and Cortisol Responses to Stress Following Alcohol Intake in Individuals with Hazardous Alcohol Use, Vol. 48, Psychophysiology, 2011.
Andrew Raij, Animikh Ghosh, Santosh Kumar, Mani Srivastava. Privacy risks emerging from the adoption of innocuous wearable sensors in the mobile environment, SIGCHI Conference on Human Factors in Computing Systems, 2011.
Md Mahbubur Rahman, Amin Ahsan Ali, Andrew Raij, Mustafa al’Absi, Emre Ertin, Santosh Kumar. Demo abstract: Online detection of speaking from respiratory measurements collected in the natural environment, 10th International Conference on Information Processing in Sensor Networks (IPSN), 2011.
Kurt Plarre, Andrew Raij, Syed Monowar Hossain, Amin Ahsan Ali, Motohiro Nakajima, Mustafa al’Absi, Emre Ertin, Thomas Kamarck, Santosh Kumar, Marcia Scott, Daniel Siewiorek, Asim Smailagic, Lorentz E Wittmers Jr. Continuous inference of psychological stress from sensory measurements collected in the natural environment, 10th International Conference on Information Processing in Sensor Networks (IPSN), 2011.
Kurt Plarre, Andrew Raij, Santanu Guha, Mustafa al’Absi, Emre Ertin, Santosh Kumar. Automated detection of sensor detachments for physiological sensing in the wild, Wireless Health 2010.
Nan Hua, Ashwin Lall, Justin Romberg, Jun Jim Xu, Mustafa al’Absi, Emre Ertin, Santosh Kumar, Shikhar Suri. Just-in-time sampling and pre-filtering for wearable physiological sensors: going from days to weeks of operation on a single charge, Wireless Health 2010
Andrew Raij, Patrick Blitz, Amin Ahsan Ali, Scott Fisk, Brian French, Somnath Mitra, Motohiro Nakajima, M Nuyen, Kurt Plarre, Mahbubur Rahman, Siddharth Shah, Yuan Shi, Nathan Stohs, Mustafa al’Absi, Emre Ertin, Thomas Kamarck, Santosh Kumar, Marcia Scott, Daniel Siewiorek, Asim Smailagic. mStress: Supporting Continuous Collection of Objective and Subjective Measures of Psychosocial Stress on Mobile Devices, Technical Report No. CS-10-004, Department of Computer Science, University of Memphis, 2010
Yuan Shi, Minh Hoai Nguyen, Patrick Blitz, Brian French, Scott Fisk, Fernando De la Torre, Asim Smailagic, Daniel P Siewiorek, Mustafa al’Absi, Emre Ertin, Thomas Kamarck, Santosh Kumar. Personalized stress detection from physiological measurements, International Symposium on Quality of Life Technology, 2010