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Dive into the research topics where James Cajka is active.

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Featured researches published by James Cajka.


Nature | 2006

Strategies for mitigating an influenza pandemic

Neil M. Ferguson; Derek A. T. Cummings; Christophe Fraser; James Cajka; Philip C. Cooley; Donald S. Burke

Development of strategies for mitigating the severity of a new influenza pandemic is now a top global public health priority. Influenza prevention and containment strategies can be considered under the broad categories of antiviral, vaccine and non-pharmaceutical (case isolation, household quarantine, school or workplace closure, restrictions on travel) measures. Mathematical models are powerful tools for exploring this complex landscape of intervention strategies and quantifying the potential costs and benefits of different options. Here we use a large-scale epidemic simulation to examine intervention options should initial containment of a novel influenza outbreak fail, using Great Britain and the United States as examples. We find that border restrictions and/or internal travel restrictions are unlikely to delay spread by more than 2–3 weeks unless more than 99% effective. School closure during the peak of a pandemic can reduce peak attack rates by up to 40%, but has little impact on overall attack rates, whereas case isolation or household quarantine could have a significant impact, if feasible. Treatment of clinical cases can reduce transmission, but only if antivirals are given within a day of symptoms starting. Given enough drugs for 50% of the population, household-based prophylaxis coupled with reactive school closure could reduce clinical attack rates by 40–50%. More widespread prophylaxis would be even more logistically challenging but might reduce attack rates by over 75%. Vaccine stockpiled in advance of a pandemic could significantly reduce attack rates even if of low efficacy. Estimates of policy effectiveness will change if the characteristics of a future pandemic strain differ substantially from those seen in past pandemics.


Influenza and Other Respiratory Viruses | 2010

Protecting health care workers: a pandemic simulation based on Allegheny County

Philip C. Cooley; Bruce Y. Lee; Shawn T. Brown; James Cajka; Bernadette Chasteen; Laxminarayana Ganapathi; James H. Stark; William D. Wheaton; Diane K. Wagener; Donald S. Burke

Please cite this paper as: Cooley et al. (2010) Protecting health care workers: a pandemic simulation based on Allegheny County. Influenza and Other Respiratory Viruses 4(2), 61–72.


Comprehensive Reviews in Food Science and Food Safety | 2013

Analysis of the Costs and Economic Feasibility of Requiring Postharvest Processing for Raw Oysters

Mary K. Muth; Catherine L. Viator; Shawn Karns; James Cajka; Maggie O'Neil

 Because of concerns about Vibrio vulnificus, the U.S. Food and Drug Administration is considering requirements for postharvest processing (PHP) of oysters harvested from the Gulf of Mexico during warm-weather months and intended for raw consumption. As described in the paper, feasible PHP methods for warm-weather-harvested oysters include cool pasteurization, high hydrostatic pressure, and low-dose gamma-irradiation. We estimate that the costs of applying PHP are approximately 5 to 6 cents per half-shell oyster intended for raw consumption. However, most oyster processors have insufficient volumes to cost-effectively install PHP equipment. To assist these smaller operations, central PHP facilities operated by a 3rd party would be needed. A geographic information system analysis that minimized volume-weighted travel distances from each Gulf oyster operation identified 6 optimal PHP facility locations in the Gulf region. Even with the establishment of central PHP facilities, some oyster operations will become unprofitable and be at risk for closure.


International Journal of Social Research Methodology | 2018

Geo-sampling in developing nations

James Cajka; Safaa Amer; Jamie Ridenhour; Justine Allpress

ABSTRACT RTI International created a geospatial grid-based sampling methodology that: achieved a probability-based household sample and unbiased estimates; was comparable across countries; used simple frame data available from the in-country census; and was efficient with minimal training to local field staff. The methodology used 1 km2 LandScan world population data, which was further subdivided to smaller grid cells ranging from 50 to 150 m2. To guide fieldwork, georeferenced maps were generated and viewed without an Internet connection using a third-party app and the tablet’s internal global positioning systems receiver. The field staff’s location was displayed in real time as a blue dot enabling field staff to determine household inclusivity. This methodology was successfully implemented for household surveys Latin America, Africa, and Asia. The design is transferable, adaptable, scalable, and can be used anywhere in the world.


Methods report (RTI Press) | 2009

Synthesized Population Databases: A US Geospatial Database for Agent-Based Models

William D. Wheaton; James Cajka; Bernadette Chasteen; Diane K. Wagener; Philip C. Cooley; Laxminarayana Ganapathi; Douglas J. Roberts; Justine Allpress


Archive | 2011

Analysis of how post-harvest processing technologies for controlling Vibrio vulnificus can be implemented

Mary K. Muth; Joanne E. Arsenault; James Cajka; Sheryl Cates; Michaela Coglaiti; Shawn Karns; Margaret O'Neil; Catherine Viator


Methods report (RTI Press) | 2012

Synthesized Population Databases: A Geospatial Database of US Poultry Farms.

Mark Bruhn; Breda Munoz; James Cajka; Gary Smith; Ross J. Curry; Diane K. Wagener; William D. Wheaton


International Journal of Health Geographics | 2018

Residential scene classification for gridded population sampling in developing countries using deep convolutional neural networks on satellite imagery

Robert F. Chew; Safaa Amer; Kasey Jones; Jennifer Unangst; James Cajka; Justine Allpress; Mark Bruhn


Advances in Disease Surveillance | 2007

A Nationwide geo-referenced synthesized agent database for infectious disease models:

William D. Wheaton; Bernadette Chasteen; James Cajka; Justine Allpress; Phillip Cooley; Laxminarayan Ganapathi; Joseph Pratt


Ecological Applications | 2018

Atmospheric deposition and exceedances of critical loads from 1800−2025 for the conterminous United States

Christopher M. Clark; Jennifer Phelan; Prakash Doraiswamy; John Buckley; James Cajka; Robin L. Dennis; Jason A. Lynch; Christopher G. Nolte; Tanya L. Spero

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Mark Bruhn

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Safaa Amer

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