Empath: A continuous remote emotional health monitoring system for depressive illness

Proceedings - Wireless Health 2011, WH'11

Volumn , Issue , 2011, Pages

  Dickerson, Robert F ^a   Gorlin, Eugenia I ^b   Stankovic, John A ^a  

^a University of Virginia   (United States)

^b UNIVERSITY OF VIRGINIA   (United States)

Author keywords

Clinical depression; Emotional health monitoring

Indexed keywords

ACTIVITIES OF DAILY LIVING; ASSOCIATED SOFTWARES; CLINICAL DEPRESSION; EMOTIONAL HEALTH MONITORING; HEALTH ISSUES; HEALTH MONITORING SYSTEM; INTEGRATED WIRELESS SENSOR; MONITORING SYSTEM; MULTI-MODAL; SPEECH PROSODY; THERAPEUTIC TREATMENTS; TOUCH SCREEN; WELL TRACKS;

HEALTH; MOBILE DEVICES; PATIENT TREATMENT;

MONITORING;

EID: 84855696193     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2077546.2077552     Document Type: Conference Paper

References (28)

1. M. Alpert, E. Pouget, and R. R. Silva. Reflections of depression in acoustic measures of the patient's speech. In Journal of Affective Disorders, 2001.
2. APA. Diagnostic and Statistical Manual of Mental Disorders (DSM-IV). APA, 4 edition, 1994.
3. F. Burkhardt, A. Paeschke, M. Rolfes, and W. Sendlmeier. A database of german emotional speech. Interspeech, 2005.
4. D. Buysse, C. Reynolds, and T. Monk. The pittsburgh sleep quality index: a new instrument for psychiatric practice and research. In Journal of Psychiatry Research, 1988.
5. A. Flint, S. Black, and I. Campbell-Taylor. Abnormal speech articulation, psychomotor retardation, and subcortical dysfunction in major depression. In Journal of Psychiatric Research, 1993.
6. M. Hadzic, F. Hadzic, and T. Dillon. Mining a patient data: towards better treatment strategies for depression. In Functional Informatics and Personalized Medicine (IJFIPM), volume 3, 2010.
7. C. Hammen. Depression. Psychology Press Ltd., 1997.
8. T. Hayes, MPavel, and J. Kaye. An Unobtrusive In-home Monitoring System for Detection of Key Motor Changes Preceding Cognitive Decline. IEEE EMBS, pages 1-4, jun 2004.
9. J. Hicks, N. Ramanathan, D. Kim, M. Monibi, J. Selsky, M. Hansen, and D. Estrin. Andwellness: an open mobile system for activity and experience sampling. In Wireless Health 2010, 2010.
10. G. Hoffmann, J. Gonze, and J. Mendlewicz. Speech pause time as a method for the evaluation of psychomotor retardation in depressive illness. In British Journal of Psychiatry, 1985.
11. E. Hoque, R. Dickerson, and J. Stankovic. Monitoring body positions and movements during sleep using wisps. In Wireless Health 2010, pages 1-10, Aug. 2010.
12. S. Intille, K. Larson, E. Tapia, J. Beaudin, P. Kaushik, J. Nawyn, and R. Rockinson. Using a live-in laboratory for ubiquitous computing research. In Pervasive, 2006.
13. T. Kasteren, A. Noulas, G. Englebienne, and B. Krose. Accurate activity recognition in a home setting. In UbiComp, 2008.
14. J. A. Kientz, S. N. Patel, B. Jones, E. Price, E. D. Mynatt, and G. D. Abowd. The georgia tech aware home. In CHI '08 extended abstracts on Human factors in computing systems, 2008.
15. J. Ko, C. Lu M. Srivastava, J. Stankovic, A. Terzis, and M. Welsh. Wireless sensor networks for healthcare. In Proceedings of the IEEE, 2010.
16. O. A. P. Ltd. Optimism apps, 2011.
17. Y. Medan, E. Yair, and D. Chazan. Super resolution pitch determination of speech signals. In IEEE Transactions on Signal Processing, volume 39, pages 40 -48, jan 1991.
18. A. Nilsonne, J. Sundberg, S. Ternstrom, and A. Askenfelt. Measuring the rate of change of voice fundamental frequency in fluent speech during mental depression. In Journal of the Acoustic Society of America, 1988.
19. D. Patterson, D. Fox, H. Kautz, and M. Philipose. Expressive, tractable and scalable techniques for modeling activities of daily living. In UbiHealth 2003: Ubiquitous Computing for Pervasive Healthcare Applications, 2003.
20. Y.-T. Peng, C.-Y. Lin, M.-T. Sun, and C. A. Landis. Multimodality Sensor System for Long-Term Sleep Quality Monitoring. IEEE Transactions on Biomedical Circuits and Systems, 1(3):217-227, 2007. (Pubitemid 351279740)
21. L. Radloff. The CES-D scale: A self-report depression scale for research in the general. Applied psychological measurement, 1977.
22. D. Schrijvers, W. Hulstijn, and B. Sabbe. Psychomotor symptoms in depression: a diagnostic, pathophysiological and therapeutic tool. Journal of Affective Disorders, jan 2008.
23. T. Sheeran. Viability and impact of telehealth-based depression care in home care. Technical report, Rhode Island Hospital, 2010.
24. C. Sobin and H. Sackeim. Psychomotor symptoms of depression. American Journal of Psychiatry, jan 1997.
25. M. Sung, C. D. Marci, and A. Pentland. Objective physiological and behavioral measures for identifying and tracking depression state in clinically depressed patients. Technical report, MIT, 2005.
26. E. M. Tapia, S. S. Intille, and K. Larson. Activity recognition in the home using simple and ubiquitous sensors. Pervasive, 2004.
27. G. Virone, N. Noury, and J. Demongeot. A system for automatic measurement of circadian activity deviations in telemedicine. IEEE Transactions on Biomedical Engineering, 49(12):1463-1469, dec 2002. (Pubitemid 36055704)
28. A. Wood, G. Virone, T. Doan, Q. Cao, and L. Selavo. ALARM-NET: Wireless sensor networks for assisted-living and residential monitoring. Technical report, University of Virginia, Jan 2006.