FluSense: Harnessing Syndromic Signals of Influenza-Like Illness from Hospital Waiting Room Crowd with Contactless Sensing System
Authors: 
Forsad Al Hossain, Andrew A. Lover, George A. Corey, Nicholas G. Reich, Tauhidur RahmanAuthors Info & Claims
Pages 27 - 32
Abstract
Influenza is a highly contagious respiratory infection that leads to regular seasonal epidemics. It is a major contributor to morbidity and mortality, and in the United States, since 2010, it has infected between 9.2 million and 60.8 million people and has caused between 12,000 and 56,000 deaths. [2]. Moreover, the economic impact [1] of influenza is estimated to be 47 billion to 150 billion dollars per year in the USA alone.
References
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Noelle-Angelique M. Molinari, Ismael R. Ortega- Sanchez, Mark L. Messonnier, William W. Thompson, Pascale M. Wortley, Eric Weintraub, and Carolyn B. Bridges. 2007. The annual impact of seasonal influenza in the US: Measuring disease burden and costs. Vaccine 25, 27, 5086--5096.
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US Centers for Disease Control and Prevention. 2018. Past Seasons Estimated Influenza Disease Burden. https://www.cdc.gov/flu/about/burden/ past-seasons.html.
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Andrea Freyer Dugas, Mehdi Jalalpour, Yulia Gel, Scott Levin, Fred Torcaso, Takeru Igusa, and Richard E. Rothman. 2013. Influenza forecasting with Google flu trends. Plos One 8, 2, e56176.
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Arnold S. Monto, Stefan Gravenstein, Michael Elliott, Michael Colopy, and Jo Schweinle. 2000. Clinical signs and symptoms predicting influenza infection. Archives of Internal Medicine 160, 21, 3243--3247.
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J.F. Gemmeke, D.P.W. Ellis, D. Freedman, A. Jansen, W. Lawrence, R.C. Moore, M. Plakal, and M. Ritter. 2017. Audio Set: An ontology and human-labeled dataset for audio events. In 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 776--780. https://doi.org/10.1109/ICASSP.2017.7952261
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M. Jeub, M. Schafer, and P. Vary. 2009. A binaural room impulse response database for the evaluation of dereverberation algorithms. In 2009 16th International Conference on Digital Signal Processing. 1--5. https://doi.org/10.1109/ ICDSP.2009.5201259
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W.M. Fisher, J.G. Fiscus, D.S. Pallett, N.L. Dahlgren, J.S. Garofolo, L.F. Lamel. 1990. TIMIT Acoustic- Phonetic Continuous Speech Corpus CD-ROM. (1990).
[8]
https://github.com/Forsad/FluSense-data
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Wen Dong, Tong Guan, Bruno Lepri, and Chunming Qiao. June 2019. PocketCare: Tracking the flu with mobile phones using partial observations of proximity and symptoms. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 3, 2, Article 41. https://doi.org/10.1145/3328912
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Forsad Al Hossain, Andrew A. Lover, George A. Corey, Nicholas G. Reich, and Tauhidur Rahman. March 2020. FluSense: A contactless syndromic surveillance platform for influenza-like illness in hospital waiting areas. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4, 1, Article 1. https://doi.org/10.1145/3381014
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June 2021
38 pages
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Association for Computing Machinery
New York, NY, United States
Publication History
Published: 15 September 2021
Published in SIGMOBILE-GETMOBILE Volume 25, Issue 2
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