Machine learning predicts cancer subtypes and progression from blood immune signatures

• David A. Simon Davis,

  Roles Conceptualization, Investigation, Project administration, Supervision, Writing – original draft, Writing – review & editing

  Affiliation Irradiation Immunity Interaction Lab, Canberra, ACT, Australia

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• Sahngeun Mun,

  Roles Investigation, Writing – review & editing

  Affiliation Irradiation Immunity Interaction Lab, Canberra, ACT, Australia

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• Julianne M. Smith,

  Roles Investigation, Writing – review & editing

  Affiliation Irradiation Immunity Interaction Lab, Canberra, ACT, Australia

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• Dillon Hammill,

  Roles Visualization, Writing – review & editing

  Affiliation Division of Genome Sciences & Cancer, John Curtin School of Medical Research, Australian National University, Canberra, ACT, Australia

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• Jessica Garrett,

  Roles Writing – original draft, Writing – review & editing

  Affiliation Division of Genome Sciences & Cancer, John Curtin School of Medical Research, Australian National University, Canberra, ACT, Australia

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• Katharine Gosling,

  Roles Writing – original draft, Writing – review & editing

  Affiliation Division of Genome Sciences & Cancer, John Curtin School of Medical Research, Australian National University, Canberra, ACT, Australia

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• Jason Price,

  Roles Writing – original draft

  Affiliation Division of Genome Sciences & Cancer, John Curtin School of Medical Research, Australian National University, Canberra, ACT, Australia

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• Hany Elsaleh,

  Roles Writing – original draft, Writing – review & editing

  Affiliation Radiation Oncology Department, The Alfred, Melbourne, VIC, Australia

  https://orcid.org/0000-0003-2083-4961

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• Farhan M. Syed,

  Roles Conceptualization, Writing – original draft, Writing – review & editing

  Affiliations Irradiation Immunity Interaction Lab, Canberra, ACT, Australia, Radiation Oncology Department, Canberra Hospital, Canberra Health Services, Canberra, ACT, Australia

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• Ines I. Atmosukarto,

  Roles Conceptualization, Investigation, Project administration, Supervision, Writing – original draft, Writing – review & editing

  Affiliations Irradiation Immunity Interaction Lab, Canberra, ACT, Australia, Division of Genome Sciences & Cancer, John Curtin School of Medical Research, Australian National University, Canberra, ACT, Australia

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• Benjamin J. C. Quah

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Supervision, Writing – original draft, Writing – review & editing

  * E-mail: ben.quah@anu.edu.au

  Affiliations Irradiation Immunity Interaction Lab, Canberra, ACT, Australia, Radiation Oncology Department, Canberra Hospital, Canberra Health Services, Canberra, ACT, Australia

  https://orcid.org/0000-0003-2938-5007

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