All Outputs (4)

Machine learning classification methods informing the management of inconclusive reactors at bovine tuberculosis surveillance tests in England (2021)
Journal Article
Romero, M. P., Chang, Y.-M., Brunton, L. A., Parry, J., Prosser, A., Upton, P., & Drewe, J. A. (2021). Machine learning classification methods informing the management of inconclusive reactors at bovine tuberculosis surveillance tests in England. Preventive Veterinary Medicine,

Bovine tuberculosis (bTB) remains one of the most complex, challenging, and costly animal health problems in England. Identifying and promptly removing all infected cattle from affected herds is key to its eradication strategy; the imperfect sensitiv... Read More about Machine learning classification methods informing the management of inconclusive reactors at bovine tuberculosis surveillance tests in England.

Combining analytical approaches and multiple information sources to improve interpretation of diagnostic test results for tuberculosis in wild meerkats (2021)
Journal Article
Patterson, S., Clarke, C., Clutton Brock, T., Miller, M., Parsons, S., Pfeiffer, D., Vergne, T., & Drewe, J. (2021). Combining analytical approaches and multiple information sources to improve interpretation of diagnostic test results for tuberculosis in wild meerkats. Animals,

Diagnostic tests are used to classify individual animals’ infection statuses. However, validating test performance in wild animals without gold standard tests is extremely challenging, and the issue is further complicated in chronic conditions where... Read More about Combining analytical approaches and multiple information sources to improve interpretation of diagnostic test results for tuberculosis in wild meerkats.

Serologic responses correlate with current but not future bacterial shedding in badgers naturally infected with Mycobacterium bovis (2021)
Journal Article
Jolma, E. R., Delahay, R. J., Smith, F., & Drewe, J. A. (in press). Serologic responses correlate with current but not future bacterial shedding in badgers naturally infected with Mycobacterium bovis. Transboundary and Emerging Diseases, https://doi.org/10.1111/tbed.14181

Bovine tuberculosis is a challenging cattle disease with substantial economic costs in affected countries. Eradication in parts of the United Kingdom and Ireland is hindered by transmission of the causative agent Mycobacterium bovis between cattle an... Read More about Serologic responses correlate with current but not future bacterial shedding in badgers naturally infected with Mycobacterium bovis.

A comparison of the value of two machine learning predictive models to support bovine tuberculosis disease control in England (2021)
Journal Article
Romero, M. P., Pilar Romero, M., Chang, Y.-M., Brunton, L. A., Prosser, A., Upton, P., Rees, E., Tearne, O., Arnold, M., Stevens, K., & Drewe, J. A. (2021). A comparison of the value of two machine learning predictive models to support bovine tuberculosis disease control in England. Preventive Veterinary Medicine,

Nearly a decade into Defra’s current eradication strategy (Defra, 2014, 2011), bovine tuberculosis (bTB) remains a serious animal health problem in England, with c.30,000 cattle slaughtered annually in the fight against this insidious disease. There... Read More about A comparison of the value of two machine learning predictive models to support bovine tuberculosis disease control in England.