Unsupervised machine learning identifies biomarkers of disease progression in post-kala-azar dermal leishmaniasis in Sudan

• Ana Torres,

  Roles Data curation, Formal analysis, Methodology, Software, Visualization, Writing – original draft, Writing – review & editing

  Affiliations WHO Collaborating Centre for Leishmaniasis. Spanish National Centre for Microbiology, Instituto de Salud Carlos III, Majadahonda (Madrid), Spain, CIBER de Enfermedades Infecciosas, Instituto de Salud Carlos III, Madrid, Spain, Escuela de Doctorado, Universidad Autónoma de Madrid, Madrid, Spain

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• Brima Musa Younis,

  Roles Conceptualization, Data curation, Methodology, Resources

  Affiliation Institute of Endemic Diseases, University of Khartoum, Khartoum, Sudan

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• Samuel Tesema,

  Roles Data curation, Methodology

  Affiliation Drugs for Neglected Diseases Initiative, Nairobi, Kenya

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• Jose Carlos Solana ,

  Roles Data curation, Investigation, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: jc.solana@externos.isciii.es (JCL); mgaliano@isciii.es (AJMG)

  Affiliations WHO Collaborating Centre for Leishmaniasis. Spanish National Centre for Microbiology, Instituto de Salud Carlos III, Majadahonda (Madrid), Spain, CIBER de Enfermedades Infecciosas, Instituto de Salud Carlos III, Madrid, Spain

  https://orcid.org/0000-0002-0485-6127

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• Javier Moreno,

  Roles Funding acquisition, Investigation, Resources, Supervision, Writing – review & editing

  Affiliations WHO Collaborating Centre for Leishmaniasis. Spanish National Centre for Microbiology, Instituto de Salud Carlos III, Majadahonda (Madrid), Spain, CIBER de Enfermedades Infecciosas, Instituto de Salud Carlos III, Madrid, Spain

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• Antonio J. Martín-Galiano ,

  Roles Data curation, Formal analysis, Investigation, Methodology, Resources, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: jc.solana@externos.isciii.es (JCL); mgaliano@isciii.es (AJMG)

  Affiliation Core Scientific and Technical Units, Instituto de Salud Carlos III, Madrid, Spain

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• Ahmed Mudawi Musa,

  Roles Conceptualization, Funding acquisition, Methodology

  Affiliation Institute of Endemic Diseases, University of Khartoum, Khartoum, Sudan

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• Fabiana Alves,

  Roles Conceptualization, Funding acquisition, Investigation, Methodology, Project administration, Supervision, Validation, Visualization, Writing – review & editing

  Affiliation Drugs for Neglected Diseases Initiative, Geneva, Switzerland

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• Eugenia Carrillo

  Roles Conceptualization, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliations WHO Collaborating Centre for Leishmaniasis. Spanish National Centre for Microbiology, Instituto de Salud Carlos III, Majadahonda (Madrid), Spain, CIBER de Enfermedades Infecciosas, Instituto de Salud Carlos III, Madrid, Spain

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