Abstract:
We use mobile phone records for the analysis of mobility patterns and the detection of possible risk zones of Chagas disease in two Latin American countries. We show that geolocalized call records are rich in social and individual information, which can be used to infer whether an individual has lived in an endemic area. We present two case studies, in Argentina and in Mexico, using data provided by mobile phone companies from each country. The risk maps that we generate can be used by health campaign managers to target specific areas and allocate resources more effectively. © 2016 IEEE.
Registro:
| Documento: |
Conferencia
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| Título: | Analyzing the spread of chagas disease with mobile phone data |
| Autor: | De Monasterio, J.; Salles, A.; Lang, C.; Weinberg, D.; Minnoni, M.; Travizano, M.; Sarraute, C.; Kumar R.; Caverlee J.; Tong H.; ACM SIGMOD; Association for Computing Machinery (ACM); et al.; IEEE; IEEE Computer Society; IEEE TCDE |
| Filiación: | FCEyN, Universidad de Buenos Aires, Argentina
Instituto de Cálculo, CONICET, Argentina
Fundación Mundo Sano, Paraguay 1535, Buenos Aires, Argentina
Grandata Labs, Bartolome Cruz 1818, Vicente Lopez, Argentina
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| Palabras clave: | Cellular telephones; Health risks; Maps; Mobile phones; Pattern recognition; Risk assessment; Telephone sets; Argentina; Case-studies; Chagas disease; Latin americans; Mobile phone datum; Mobility pattern; Risk zones; Specific areas; Cellular telephone systems |
| Año: | 2016
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| Página de inicio: | 607
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| Página de fin: | 612
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| DOI: |
http://dx.doi.org/10.1109/ASONAM.2016.7752298 |
| Título revista: | 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2016
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| Título revista abreviado: | Proc. IEEE/ACM Int. Conf. Adv. Soc. Netw. Anal. Min., ASONAM
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| Registro: | https://bibliotecadigital.exactas.uba.ar/collection/paper/document/paper_97815090_v_n_p607_DeMonasterio |
Referencias:
- (2016) Chagas Disease (American Trypanosomiasis), , WHO, World Health Organization Fact sheets
- Schmunis, G.A., Yadon, Z.E., Chagas disease: A Latin American health problem becoming a world health problem (2010) Acta Tropica, 115 (1), pp. 14-21
- Navarro, M., Navaza, B., Guionnet, A., López-Vélez, R., Chagas disease in Spain: Need for further public health measures (2012) PLoS Negl Trop Dis, 6 (12), p. e1962
- Hotez, P.J., Dumonteil, E., Betancourt Cravioto, M., Elena Bottazzi, M., Tapia-Conyer, R., Meymandi, S., Karunakara, U., Pecoul, B., An unfolding tragedy of chagas disease in North America (2013) PLoS Negl Trop Dis, 7 (10), p. e2300
- Rassi, A., De Rezende, J.M., American trypanosomiasis (Chagas disease) (2012) Infectious Disease Clinics of North America, 26 (2), pp. 275-291
- Briceño-León, R., (2009) Chagas Disease in the Americas: An Ecohealth Perspective, 25, pp. S71-S82. , Cadernos de Sáude Pública
- (2006) Estimacion Cuantitiva de la Enfermedad Del Chagas en Las Americas, pp. 1-6. , OPS, Organizacion Panamericana de la Salud/HDM/CD, 425-06
- Wesolowski, A., Eagle, N., Tatem, A.J., Smith, D.L., Noor, A.M., Snow, R.W., Buckee, C.O., Quantifying the impact of human mobility on malaria (2012) Science, 338 (6104), pp. 267-270
- Enns, E., Amuasi, J., Human mobility and communication patterns in Cote D'Ivoire: A network perspective for malaria control (2013) NetMob D4D Challenge, pp. 1-14
- Chunara, R., Nsoesie, E.O., Large-scale measurements of network topology and disease spread: A pilot evaluation using mobile phone data in Cote D'Ivoire (2013) NetMob D4D Challenge, pp. 1-18
- Tizzoni, M., Bajardi, P., Decuyper, A., Kon Kam King, G., Schneider, C.M., Blondel, V., Smoreda, Z., Colizza, V., On the use of human mobility proxies for modeling epidemics (2014) PLoS Comput Biol, 10 (7), p. e1003716
- Wesolowski, A., Qureshi, T., Boni, M.F., Roe Sundsøy, P., Johansson, M.A., Basit Rasheed, S., Engø-Monsen, K., Buckee, C.O., Impact of human mobility on the emergence of dengue epidemics in Pakistan (2015) Proceedings of the National Academy of Sciences, 112 (38), pp. 11887-11892
- Naboulsi, D., Fiore, M., Ribot, S., Stanica, R., (2015) Mobile Traffic Analysis: A Survey, , PhD thesis, UniversitÉ de Lyon; INRIA Grenoble-Rhône-Alpes; INSA Lyon; CNR-IEIIT
- (2014) Mapa de Transmisión Vectorial Del Mal de Chagas, , OPS, Organizacion Panamericana de la Salud
- (2016) Plan Nacional de Chagas, , Ministerio de Salud Argentina, [Online, accessed 9-may-2016]
- Cruz-Reyes, A., Pickering-López, J.M., Chagas disease in Mexico: An analysis of geographical distribution during the past 76 years-A review (2006) Memorias Do Instituto Oswaldo Cruz, 101 (4), pp. 345-354
- Carabarin-Lima, A., Cristina González-Vázquez, M., Rodrguez-Morales, O., Baylón-Pacheco, L., Luis Rosales-Encina, J., Antonio Reyes-López, P., Arce-Fonseca, M., Chagas disease (American trypanosomiasis) in Mexico: An update (2013) Acta Tropica, 127 (2), pp. 126-135
- Dumonteil, E., (1999) Update on Chagas' Disease in Mexico, 41 (4), pp. 322-327. , Salud pública de MÉxico
- Hotez, P.J., Dumonteil, E., Heffernan, M.J., Bottazzi, M.E., Innovation for the. Bottom 100 million': Eliminating neglected tropical diseases in the Americas (2013) Hot Topics in Infection and Immunity in Children IX, pp. 1-12. , Springer
- Hotez, P.J., Elena Bottazzi, M., Dumonteil, E., Valenzuela, J.G., Kamhawi, S., Ortega, J., De Leon Rosales, S.P., Tapia-Conyer, R., Texas and Mexico: Sharing a legacy of poverty and neglected tropical diseases (2012) PLoS Negl Trop Dis, 6 (3), p. e1497
- Manne, J.M., Snively, C.S., Ramsey, J.M., Ocampo Salgado, M., Bärnighausen, T., Reich, M.R., Barriers to treatment access for Chagas disease in Mexico (2013) PLoS Negl Trop Dis, 7 (10), p. e2488
- Guzmán-Bracho, C., Epidemiology of chagas disease in Mexico: An update (2001) TRENDS in Parasitology, 17 (8), pp. 372-376
- Sarraute, C., Brea, J., Burroni, J., Wehmut, K., Ziviani, A., Alvarez-Hamelin, I., Social events in a time-varying mobile phone graph (2015) Fourth International Conference on the Analysis of Mobile Phone Datasets (NetMob)
- Csáji, S.B.C., Browet, A., Traag, V.A., Delvenne, J., Huens, E., Van Dooren, P., Smoreda, Z., Blondel, V.D., Exploring the mobility of mobile phone users (2012) Physica A: Statistical Mechanics and Its ApplicationsA4 - ACM SIGMOD; Association for Computing Machinery (ACM); et al.; IEEE; IEEE Computer Society; IEEE TCDE
Citas:
---------- APA ----------
De Monasterio, J., Salles, A., Lang, C., Weinberg, D., Minnoni, M., Travizano, M., Sarraute, C.,..., ACM SIGMOD; Association for Computing Machinery (ACM); et al.; IEEE; IEEE Computer Society; IEEE TCDE
(2016)
. Analyzing the spread of chagas disease with mobile phone data. 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2016, 607-612.
http://dx.doi.org/10.1109/ASONAM.2016.7752298---------- CHICAGO ----------
De Monasterio, J., Salles, A., Lang, C., Weinberg, D., Minnoni, M., Travizano, M., et al.
"Analyzing the spread of chagas disease with mobile phone data"
. 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2016
(2016) : 607-612.
http://dx.doi.org/10.1109/ASONAM.2016.7752298---------- MLA ----------
De Monasterio, J., Salles, A., Lang, C., Weinberg, D., Minnoni, M., Travizano, M., et al.
"Analyzing the spread of chagas disease with mobile phone data"
. 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2016, 2016, pp. 607-612.
http://dx.doi.org/10.1109/ASONAM.2016.7752298---------- VANCOUVER ----------
De Monasterio, J., Salles, A., Lang, C., Weinberg, D., Minnoni, M., Travizano, M., et al. Analyzing the spread of chagas disease with mobile phone data. Proc. IEEE/ACM Int. Conf. Adv. Soc. Netw. Anal. Min., ASONAM. 2016:607-612.
http://dx.doi.org/10.1109/ASONAM.2016.7752298