Journal article Open Access

Federated privacy-aware microbiome profiling for colorectal cancer detection

Probul, Niklas; Klemm, Julian; Barbet, Pauline; Le Chatelier, Emmanuelle; Berland, Magali; Saak, Christina Caroline; Ehrlich, Stanislav Dusko; Pons, Nicolas; O'Toole, Paul W.; Almeida, Mathieu; Baumbach, Jan

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      <creatorName>Saak, Christina Caroline</creatorName>
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      <creatorName>O'Toole, Paul W.</creatorName>
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      <affiliation>University College Cork</affiliation>
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      <creatorName>Baumbach, Jan</creatorName>
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      <affiliation>Max-Planck-Institut für Informatik, Rothamsted Research, Syddansk Universitet, Technical University Munich, University of California Berkeley, University of California San Francisco, Universität Bielefeld, Universität Bielefeld Arbeitsgruppe Genominformatik, Universität Hamburg</affiliation>
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  <titles>
    <title>Federated privacy-aware microbiome profiling for colorectal cancer detection</title>
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  <publisher>Universität Hamburg</publisher>
  <publicationYear>2025</publicationYear>
  <subjects>
    <subject>Microbiome</subject>
    <subject>Federated learning</subject>
    <subject>Colorectal Cancer</subject>
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  <dates>
    <date dateType="Issued">2025-06-19</date>
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  <language>en</language>
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    <description descriptionType="Abstract">&lt;p&gt;Supplement for the publication &amp;#39;Federated privacy-aware microbiome profiling for colorectal cancer detection&amp;#39;, including code, raw results, summary tables and figures.&lt;/p&gt;</description>
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Publication date:
June 19, 2025
DOI:
10.25592/uhhfdm.17645

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Keyword(s):
Microbiome Federated learning Colorectal Cancer
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