Swarm immunology: harnessing blockchain technology and artificial intelligence in human immunology


  • Pulendran, B. & Davis, M. M. The science and medicine of human immunology. Science 369, eaay4014 (2020).

    CAS 
    Article 

    Google Scholar 

  • Rajewsky, N. et al. LifeTime and improving European healthcare through cell-based interceptive medicine. Nature 587, 377–386 (2020).

    CAS 
    Article 

    Google Scholar 

  • Hu, Z., Tang, A., Singh, J., Bhattacharya, S. & Butte, A. J. A robust and interpretable end-to-end deep learning model for cytometry data. Proc. Natl Acad. Sci. USA 117, 21373–21380 (2020).

    CAS 
    Article 

    Google Scholar 

  • Warnat-Herresthal, S. et al. Swarm Learning for decentralized and confidential clinical machine learning. Nature 594, 265–270 (2021).

    CAS 
    Article 

    Google Scholar 

  • Bausch-Fluck, D. et al. The in silico human surfaceome. Proc. Natl Acad. Sci. USA 115, E10988–E10997 (2018).

    CAS 
    Article 

    Google Scholar 

  • van Dongen, J. J. M. et al. EuroFlow antibody panels for standardized n-dimensional flow cytometric immunophenotyping of normal, reactive and malignant leukocytes. Leukemia 26, 1908–1975 (2012).

    Article 

    Google Scholar 

  • Aghaeepour, N. et al. Critical assessment of automated flow cytometry data analysis techniques. Nat. Methods 10, 228–238 (2013).

    CAS 
    Article 

    Google Scholar 

  • Luecken, M. D. et al. Benchmarking atlas-level data integration in single-cell genomics. Nat. Methods 19, 41–50 (2022).

    CAS 
    Article 

    Google Scholar 

  • Lotfollahi, M. et al. Mapping single-cell data to reference atlases by transfer learning. Nat. Biotechnol. 40, 121–130 (2022).

    CAS 
    Article 

    Google Scholar 

  • Schulte-Schrepping, J. et al. Severe COVID-19 is marked by a dysregulated myeloid cell compartment. Cell 182, 1419–144 (2020).

    CAS 
    Article 

    Google Scholar 



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