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  1. Article

    Open Access

    Author Correction: Federated learning enables big data for rare cancer boundary detection

    Sarthak Pati, Ujjwal Baid, Brandon Edwards, Micah Sheller in Nature Communications (2023)

  2. Article

    Open Access

    Federated learning enables big data for rare cancer boundary detection

    Although machine learning (ML) has shown promise across disciplines, out-of-sample generalizability is concerning. This is currently addressed by sharing multi-site data, but such centralization is challenging...

    Sarthak Pati, Ujjwal Baid, Brandon Edwards, Micah Sheller in Nature Communications (2022)

  3. Article

    Open Access

    Discriminating pseudoprogression and true progression in diffuse infiltrating glioma using multi-parametric MRI data through deep learning

    Differentiating pseudoprogression from true tumor progression has become a significant challenge in follow-up of diffuse infiltrating gliomas, particularly high grade, which leads to a potential treatment dela...

    Joonsang Lee, Nicholas Wang, Sevcan Turk, Shariq Mohammed, Remy Lobo in Scientific Reports (2020)