Modeling tuberculosis in Barcelona. A solution to speed-up agent-based simulations

Cristina Montanola-Sales; Joan Francesc Gilabert-Navarro; Josep Casanovas-Garcia; Clara Prats; Daniel Lopez; Joaquim Valls; Pere Joan Cardona; Cristina Vilaplana

doi:10.1109/WSC.2015.7408254

Modeling tuberculosis in Barcelona. A solution to speed-up agent-based simulations

Cristina Montanola-Sales, Joan Francesc Gilabert-Navarro, Josep Casanovas-Garcia, Clara Prats, Daniel Lopez, Joaquim Valls, Pere Joan Cardona, Cristina Vilaplana

Producció científica: Capítol de llibre › Contribució a congrés/conferència › Avaluat per experts

11 Cites (Scopus)

Resum

Tuberculosis remains one of the world's deadliest infectious diseases. About one-third of the world's population is infected with tuberculosis bacteria. Understanding the dynamics of transmission at different spatial scales is critical to progress in its control. We present an agent-based model for tuberculosis epidemics in Barcelona, which has an observatory on this disease. Our model considers high heterogeneity within the population, including risk factors for developing an active disease, and it tracks the individual behavior once diagnosed. We incorporated the immunodeficiency and smoking/alcoholism, as well as the individual's origin (foreigner or not) for its contagion and infection as risks factors. We implemented the model in Netlogo, a useful tool for interaction with physicians. However, the platform has some computational limitations, and we propose a solution to overcome them.

Idioma original	Anglès
Títol de la publicació	2015 Winter Simulation Conference, WSC 2015
Editor	Institute of Electrical and Electronics Engineers Inc.
Pàgines	1295-1306
Nombre de pàgines	12
ISBN (electrònic)	9781467397438
DOIs	https://doi.org/10.1109/WSC.2015.7408254
Estat de la publicació	Publicada - 16 de febr. 2016
Publicat externament	Sí
Esdeveniment	Winter Simulation Conference, WSC 2015 - Huntington Beach, United States Durada: 6 de des. 2015 → 9 de des. 2015

Sèrie de publicacions

Nom	Proceedings - Winter Simulation Conference
Volum	2016-February
ISSN (imprès)	0891-7736

Conferència

Conferència	Winter Simulation Conference, WSC 2015
País/Territori	United States
Ciutat	Huntington Beach
Període	6/12/15 → 9/12/15

SDG de les Nacions Unides

Aquest resultat contribueix als següents objectius de desenvolupament sostenible.

Accés al document

10.1109/WSC.2015.7408254

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Com citar-ho

Montanola-Sales, C., Gilabert-Navarro, J. F., Casanovas-Garcia, J., Prats, C., Lopez, D., Valls, J., Cardona, P. J., & Vilaplana, C. (2016). Modeling tuberculosis in Barcelona. A solution to speed-up agent-based simulations. In 2015 Winter Simulation Conference, WSC 2015 (pàg. 1295-1306). Article 7408254 (Proceedings - Winter Simulation Conference; Vol. 2016-February). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/WSC.2015.7408254

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title = "Modeling tuberculosis in Barcelona. A solution to speed-up agent-based simulations",

abstract = "Tuberculosis remains one of the world's deadliest infectious diseases. About one-third of the world's population is infected with tuberculosis bacteria. Understanding the dynamics of transmission at different spatial scales is critical to progress in its control. We present an agent-based model for tuberculosis epidemics in Barcelona, which has an observatory on this disease. Our model considers high heterogeneity within the population, including risk factors for developing an active disease, and it tracks the individual behavior once diagnosed. We incorporated the immunodeficiency and smoking/alcoholism, as well as the individual's origin (foreigner or not) for its contagion and infection as risks factors. We implemented the model in Netlogo, a useful tool for interaction with physicians. However, the platform has some computational limitations, and we propose a solution to overcome them.",

author = "Cristina Montanola-Sales and Gilabert-Navarro, {Joan Francesc} and Josep Casanovas-Garcia and Clara Prats and Daniel Lopez and Joaquim Valls and Cardona, {Pere Joan} and Cristina Vilaplana",

note = "Publisher Copyright: {\textcopyright} 2015 IEEE.; Winter Simulation Conference, WSC 2015 ; Conference date: 06-12-2015 Through 09-12-2015",

year = "2016",

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day = "16",

doi = "10.1109/WSC.2015.7408254",

language = "English",

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publisher = "Institute of Electrical and Electronics Engineers Inc.",

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Montanola-Sales, C, Gilabert-Navarro, JF, Casanovas-Garcia, J, Prats, C, Lopez, D, Valls, J, Cardona, PJ & Vilaplana, C 2016, Modeling tuberculosis in Barcelona. A solution to speed-up agent-based simulations. in 2015 Winter Simulation Conference, WSC 2015., 7408254, Proceedings - Winter Simulation Conference, vol. 2016-February, Institute of Electrical and Electronics Engineers Inc., pàg. 1295-1306, Winter Simulation Conference, WSC 2015, Huntington Beach, United States, 6/12/15. https://doi.org/10.1109/WSC.2015.7408254

Modeling tuberculosis in Barcelona. A solution to speed-up agent-based simulations. / Montanola-Sales, Cristina; Gilabert-Navarro, Joan Francesc; Casanovas-Garcia, Josep et al.
2015 Winter Simulation Conference, WSC 2015. Institute of Electrical and Electronics Engineers Inc., 2016. pàg. 1295-1306 7408254 (Proceedings - Winter Simulation Conference; Vol. 2016-February).

Producció científica: Capítol de llibre › Contribució a congrés/conferència › Avaluat per experts

TY - GEN

T1 - Modeling tuberculosis in Barcelona. A solution to speed-up agent-based simulations

AU - Montanola-Sales, Cristina

AU - Gilabert-Navarro, Joan Francesc

AU - Casanovas-Garcia, Josep

AU - Prats, Clara

AU - Lopez, Daniel

AU - Valls, Joaquim

AU - Cardona, Pere Joan

AU - Vilaplana, Cristina

PY - 2016/2/16

Y1 - 2016/2/16

N2 - Tuberculosis remains one of the world's deadliest infectious diseases. About one-third of the world's population is infected with tuberculosis bacteria. Understanding the dynamics of transmission at different spatial scales is critical to progress in its control. We present an agent-based model for tuberculosis epidemics in Barcelona, which has an observatory on this disease. Our model considers high heterogeneity within the population, including risk factors for developing an active disease, and it tracks the individual behavior once diagnosed. We incorporated the immunodeficiency and smoking/alcoholism, as well as the individual's origin (foreigner or not) for its contagion and infection as risks factors. We implemented the model in Netlogo, a useful tool for interaction with physicians. However, the platform has some computational limitations, and we propose a solution to overcome them.

AB - Tuberculosis remains one of the world's deadliest infectious diseases. About one-third of the world's population is infected with tuberculosis bacteria. Understanding the dynamics of transmission at different spatial scales is critical to progress in its control. We present an agent-based model for tuberculosis epidemics in Barcelona, which has an observatory on this disease. Our model considers high heterogeneity within the population, including risk factors for developing an active disease, and it tracks the individual behavior once diagnosed. We incorporated the immunodeficiency and smoking/alcoholism, as well as the individual's origin (foreigner or not) for its contagion and infection as risks factors. We implemented the model in Netlogo, a useful tool for interaction with physicians. However, the platform has some computational limitations, and we propose a solution to overcome them.

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U2 - 10.1109/WSC.2015.7408254

DO - 10.1109/WSC.2015.7408254

M3 - Conference contribution

AN - SCOPUS:84957979340

T3 - Proceedings - Winter Simulation Conference

SP - 1295

EP - 1306

BT - 2015 Winter Simulation Conference, WSC 2015

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - Winter Simulation Conference, WSC 2015

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Montanola-Sales C, Gilabert-Navarro JF, Casanovas-Garcia J, Prats C, Lopez D, Valls J et al. Modeling tuberculosis in Barcelona. A solution to speed-up agent-based simulations. In 2015 Winter Simulation Conference, WSC 2015. Institute of Electrical and Electronics Engineers Inc. 2016. pàg. 1295-1306. 7408254. (Proceedings - Winter Simulation Conference). doi: 10.1109/WSC.2015.7408254

Modeling tuberculosis in Barcelona. A solution to speed-up agent-based simulations

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