Machine learning-supported framework for the classification of mpox infection and MVA immunization from multiplexed serology data
Year: 2025
Type: article
Language: en
Topic: Poxvirus research and outbreaks
Authors and affiliations:
raw_author_name: Rebecca Surtees
raw_affiliation_strings: Highly Pathogenic Viruses (ZBS 1), Centre for Biological Threats and Special Pathogens, German Consultant Laboratory for Poxviruses, WHO Collaborating Centre for Emerging Infections and Biological Threats, Robert Koch Institute, Berlin, Germany
raw_author_name: Fridolin Treindl
raw_affiliation_strings: Biological Toxins (ZBS 3), Centre for Biological Threats and Special Pathogens, Robert Koch Institute, Berlin, Germany
raw_author_name: Shakhnaz Akhmedova
raw_affiliation_strings: Image Analysis (ZKI-PH 3), Centre for Artificial Intelligence in Public Health Research, Robert Koch Institute, Berlin, Germany
raw_author_name: Denis Beslic
raw_affiliation_strings: Image Analysis (ZKI-PH 3), Centre for Artificial Intelligence in Public Health Research, Robert Koch Institute, Berlin, Germany
raw_author_name: Fatimanur Bayram
raw_affiliation_strings: Highly Pathogenic Viruses (ZBS 1), Centre for Biological Threats and Special Pathogens, German Consultant Laboratory for Poxviruses, WHO Collaborating Centre for Emerging Infections and Biological Threats, Robert Koch Institute, Berlin, Germany
raw_author_name: Akin Sesver
raw_affiliation_strings: Highly Pathogenic Viruses (ZBS 1), Centre for Biological Threats and Special Pathogens, German Consultant Laboratory for Poxviruses, WHO Collaborating Centre for Emerging Infections and Biological Threats, Robert Koch Institute, Berlin, Germany
raw_author_name: My Linh Nguyen
raw_affiliation_strings: Highly Pathogenic Viruses (ZBS 1), Centre for Biological Threats and Special Pathogens, German Consultant Laboratory for Poxviruses, WHO Collaborating Centre for Emerging Infections and Biological Threats, Robert Koch Institute, Berlin, Germany
raw_author_name: Thomas Rinner
raw_affiliation_strings: Highly Pathogenic Viruses (ZBS 1), Centre for Biological Threats and Special Pathogens, German Consultant Laboratory for Poxviruses, WHO Collaborating Centre for Emerging Infections and Biological Threats, Robert Koch Institute, Berlin, Germany
raw_author_name: Marica Grossegesse
raw_affiliation_strings: Highly Pathogenic Viruses (ZBS 1), Centre for Biological Threats and Special Pathogens, German Consultant Laboratory for Poxviruses, WHO Collaborating Centre for Emerging Infections and Biological Threats, Robert Koch Institute, Berlin, Germany
raw_author_name: Martin Skiba
raw_affiliation_strings: Biological Toxins (ZBS 3), Centre for Biological Threats and Special Pathogens, Robert Koch Institute, Berlin, Germany
raw_author_name: Janine Michel
raw_affiliation_strings: Highly Pathogenic Viruses (ZBS 1), Centre for Biological Threats and Special Pathogens, German Consultant Laboratory for Poxviruses, WHO Collaborating Centre for Emerging Infections and Biological Threats, Robert Koch Institute, Berlin, Germany
raw_author_name: Nils Körber
raw_affiliation_strings: Image Analysis (ZKI-PH 3), Centre for Artificial Intelligence in Public Health Research, Robert Koch Institute, Berlin, Germany
raw_author_name: Klaus Jansen
raw_affiliation_strings: HIV/AIDS, STI and Blood-borne Infections (FG 34), Robert Koch Institute, Berlin, Germany
raw_author_name: Uwe Koppe
raw_affiliation_strings: HIV/AIDS, STI and Blood-borne Infections (FG 34), Robert Koch Institute, Berlin, Germany
raw_author_name: Ulrich Marcus
raw_affiliation_strings: HIV/AIDS, STI and Blood-borne Infections (FG 34), Robert Koch Institute, Berlin, Germany
raw_author_name: Nicole Friedrich
raw_affiliation_strings: Measles, Mumps, Rubella, and Viruses Affecting Immunocompromised Patients (FG 12), Robert Koch Institute, Berlin, Germany
raw_author_name: Annette Mankertz
raw_affiliation_strings: Measles, Mumps, Rubella, and Viruses Affecting Immunocompromised Patients (FG 12), Robert Koch Institute, Berlin, Germany
raw_author_name: Katharina Ladewig
raw_affiliation_strings: Centre for Artificial Intelligence in Public Health Research, Robert Koch Institute, Berlin, Germany
Medical University Lausitz - Carl Thiem (MUL-CT), Cottbus, Germany
raw_author_name: Hans Werner Mages
raw_affiliation_strings: Biological Toxins (ZBS 3), Centre for Biological Threats and Special Pathogens, Robert Koch Institute, Berlin, Germany
raw_author_name: Brigitte G. Dorner
raw_affiliation_strings: Biological Toxins (ZBS 3), Centre for Biological Threats and Special Pathogens, Robert Koch Institute, Berlin, Germany
raw_author_name: Andreas Nitsche
raw_affiliation_strings: Highly Pathogenic Viruses (ZBS 1), Centre for Biological Threats and Special Pathogens, German Consultant Laboratory for Poxviruses, WHO Collaborating Centre for Emerging Infections and Biological Threats, Robert Koch Institute, Berlin, Germany. NitscheA@rki.de
Highly Pathogenic Viruses (ZBS 1), Centre for Biological Threats and Special Pathogens, German Consultant Laboratory for Poxviruses, WHO Collaborating Centre for Emerging Infections and Biological Threats, Robert Koch Institute, Berlin, Germany
raw_author_name: Daniel Stern
raw_affiliation_strings: Biological Toxins (ZBS 3), Centre for Biological Threats and Special Pathogens, Robert Koch Institute, Berlin, Germany. SternD@rki.de
Biological Toxins (ZBS 3), Centre for Biological Threats and Special Pathogens, Robert Koch Institute, Berlin, Germany