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Showing 1–8 of 8 results
Advanced filters: Author: Rourke Haas Clear advanced filters

  • Federated learning (FL) algorithms have emerged as a promising solution to train models for healthcare imaging across institutions while preserving privacy. Here, the authors describe the Federated Tumor Segmentation (FeTS) challenge for the decentralised benchmarking of FL algorithms and evaluation of Healthcare AI algorithm generalizability in real-world cancer imaging datasets.

    • Maximilian Zenk
    • Ujjwal Baid
    • Spyridon Bakas
    ResearchOpen Access
    Nature Communications
    Volume: 16, P: 1-20

  • In Weyl semimetals, unusual electronic transport phenomena are predicted to occur, such as an axial anomaly which violates the conservation of chiral fermions. Here, the authors evidence such behaviour via the occurrence of negative magnetoresistance in layered high-purity non-magnetic metals.

    • N. Kikugawa
    • P. Goswami
    • L. Balicas
    ResearchOpen Access
    Nature Communications
    Volume: 7, P: 1-8

  • In an analysis of long-term safety events in 783 patients treated with T cell therapy in 38 trials, 2.3% of patients developed second primary malignancies, and vector integration analyses revealed no pathological insertions.

    • Julie K. Jadlowsky
    • Elizabeth O. Hexner
    • Joseph A. Fraietta
    Research
    Nature Medicine
    Volume: 31, P: 1134-1144

  • Quantum critical behaviour has been observed in many metallic systems that do not behave conventionally as Fermi liquids. High-magnetic-field experiments now reveal clear evidence for quantum criticality in an iron-based high-temperature superconductor.

    • James G. Analytis
    • H-H. Kuo
    • I. R. Fisher
    Research
    Nature Physics
    Volume: 10, P: 194-197

  • Federated ML (FL) provides an alternative to train accurate and generalizable ML models, by only sharing numerical model updates. Here, the authors present the largest FL study to-date to generate an automatic tumor boundary detector for glioblastoma.

    • Sarthak Pati
    • Ujjwal Baid
    • Spyridon Bakas
    ResearchOpen Access
    Nature Communications
    Volume: 13, P: 1-17

  • Keith Ligon, Adam Resnick, Rameen Beroukhim and colleagues identify MYB-QKI fusions in angiocentric gliomas and show that these rearrangements promote tumorigenesis through activation of MYB by truncation, enhancer translocation driving aberrant MYB-QKI expression and hemizygous loss of QKI.

    • Pratiti Bandopadhayay
    • Lori A Ramkissoon
    • Adam C Resnick
    Research
    Nature Genetics
    Volume: 48, P: 273-282