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Explainable discovery of disease biomarkers: The case of ovarian cancer to illustrate the best practice in machine learning and Shapley analysis.

Apr 17, 2023

ABOUT THE EXPERTS

  • Weitong Huang

    School of Computing, Australian National University, Acton, ACT 2601, Australia. Electronic address: u6463020@anu.edu.au.

    Hanna Suominen

    School of Computing, Australian National University, Acton, ACT 2601, Australia; Department of Computing, University of Turku, Turku, Finland.

    Tommy Liu

    School of Computing, Australian National University, Acton, ACT 2601, Australia.

    Gregory Rice

    Exosome Biology Laboratory, Centre for Clinical Diagnostics, University of Queensland Centre for Clinical Research, Royal Brisbane and Women’s Hospital, Faculty of Medicine, The University of Queensland, Brisbane, Australia; Inoviq Limited, Notting Hill, Australia.

    Carlos Salomon

    Exosome Biology Laboratory, Centre for Clinical Diagnostics, University of Queensland Centre for Clinical Research, Royal Brisbane and Women’s Hospital, Faculty of Medicine, The University of Queensland, Brisbane, Australia; Translational Extracellular Vesicles in Obstetrics and Gynae-Oncology Group, Centre for Clinical Diagnostics, University of Queensland Centre for Clinical Research, Royal Brisbane and Women’s Hospital, Faculty of Medicine, The University of Queensland, Brisbane, Australia.

    Amanda S Barnard

    School of Computing, Australian National University, Acton, ACT 2601, Australia.

REFERENCES & ADDITIONAL READING

PubMed

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