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Showing 1–9 of 9 results
Advanced filters: Author: Preetha Anand 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

  • Kinesin-1 is a motor protein that transports cargo along microtubules and defects in this process can result in neurodegeneration. In this study, a role for casein kinase 2 in regulating the activity of Kinesin-1 is reported, suggesting that signalling molecules can modulate this transport process.

    • Jing Xu
    • Babu J. N. Reddy
    • Steven P. Gross
    Research
    Nature Communications
    Volume: 3, P: 1-12

  • The authors summarize the data produced by phase III of the Encyclopedia of DNA Elements (ENCODE) project, a resource for better understanding of the human and mouse genomes.

    • Federico Abascal
    • Reyes Acosta
    • Zhiping Weng
    ResearchOpen Access
    Nature
    Volume: 583, P: 699-710

  • The authors summarize the history of the ENCODE Project, the achievements of ENCODE 1 and ENCODE 2, and how the new data generated and analysed in ENCODE 3 complement the previous phases.

    • Federico Abascal
    • Reyes Acosta
    • Richard M. Myers
    Reviews
    Nature
    Volume: 583, P: 693-698

  • In an inter-laboratory study, the authors compare the accuracy and performance of three optical density calibration protocols (colloidal silica, serial dilution of silica microspheres, and colony-forming unit (CFU) assay). They demonstrate that serial dilution of silica microspheres is the best of these tested protocols, allowing precise and robust calibration that is easily assessed for quality control and can also evaluate the effective linear range of an instrument.

    • Jacob Beal
    • Natalie G. Farny
    • Jiajie Zhou
    ResearchOpen Access
    Communications Biology
    Volume: 3, P: 1-29