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Open Access
Peer-reviewed
Research Article
Bayesian hierarchical mixture modelling to derive probabilistic iELISA thresholds for bovine brucellosis in endemic dairy systems
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Md. Shaffiul Alam,
Roles Data curation, Formal analysis, Investigation, Methodology, Writing – original draft
Affiliation Laboratory of Epidemiology and Preventive Medicine, Department of Medicine, Faculty of Veterinary Science, Bangladesh Agricultural University, Mymensingh, Bangladesh
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Md. Nazmul Islam,
Roles Data curation, Formal analysis, Methodology, Software, Writing – original draft
Affiliation Laboratory of Epidemiology and Preventive Medicine, Department of Medicine, Faculty of Veterinary Science, Bangladesh Agricultural University, Mymensingh, Bangladesh
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Bishwo Jyoti Adhikari,
Roles Data curation, Methodology, Writing – original draft
Affiliation Laboratory of Epidemiology and Preventive Medicine, Department of Medicine, Faculty of Veterinary Science, Bangladesh Agricultural University, Mymensingh, Bangladesh
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Shanta Islam,
Roles Data curation, Investigation, Methodology, Writing – original draft
Affiliation Laboratory of Epidemiology and Preventive Medicine, Department of Medicine, Faculty of Veterinary Science, Bangladesh Agricultural University, Mymensingh, Bangladesh
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RS Mahmud Hasan,
Roles Data curation, Investigation, Methodology, Writing – original draft
Affiliation Laboratory of Epidemiology and Preventive Medicine, Department of Medicine, Faculty of Veterinary Science, Bangladesh Agricultural University, Mymensingh, Bangladesh
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Md. Siddiqur Rahman,
Roles Conceptualization, Funding acquisition, Project administration, Supervision, Writing – review & editing
Affiliation Department of Medicine, Faculty of Veterinary Sciences, Bangladesh Agricultural University, Mymensingh, Bangladesh
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M. Ariful Islam,
Roles Conceptualization, Methodology, Supervision, Writing – review & editing
Affiliation Animal Welfare and Behaviour Laboratory, Department of Medicine, Bangladesh Agricultural University, Mymensingh, Bangladesh
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Muhammad Aktaruzzaman,
Roles Data curation, Formal analysis, Methodology, Writing – original draft
Affiliation Animal Welfare and Behaviour Laboratory, Department of Medicine, Bangladesh Agricultural University, Mymensingh, Bangladesh
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Lefteris Meletis,
Roles Conceptualization, Methodology, Resources, Software, Validation, Visualization
Affiliation Laboratory of Epidemiology and Artificial Intelligence, Faculty of Public Health, University of Thessaly, Volos, Greece
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Polychronis Kostoulas,
Roles Conceptualization, Methodology, Software, Validation, Visualization, Writing – review & editing
Affiliation Laboratory of Epidemiology and Artificial Intelligence, Faculty of Public Health, University of Thessaly, Volos, Greece
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A K M Anisur Rahman
Roles Conceptualization, Resources, Software, Supervision, Writing – review & editing
* E-mail: arahman_med@bau.edu.bd
Affiliation Laboratory of Epidemiology and Preventive Medicine, Department of Medicine, Faculty of Veterinary Science, Bangladesh Agricultural University, Mymensingh, Bangladesh
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Bayesian hierarchical mixture modelling to derive probabilistic iELISA thresholds for bovine brucellosis in endemic dairy systems
- Md. Shaffiul Alam,
- Md. Nazmul Islam,
- Bishwo Jyoti Adhikari,
- Shanta Islam,
- RS Mahmud Hasan,
- Md. Siddiqur Rahman,
- M. Ariful Islam,
- Muhammad Aktaruzzaman,
- Lefteris Meletis,
- Polychronis Kostoulas
- Published: July 30, 2026
- https://doi.org/10.1371/journal.pone.0347719