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Data-driven distillation and precision prognosis in traumatic brain injury with interpretable machine learning.

Dec 04, 2023

ABOUT THE EXPERTS

  • Andrew Tritt

    Applied Math and Computational Research Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA.

    John K Yue

    Brain and Spinal Injury Center, Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, CA, USA.

    Department of Neurosurgery, Weill Institute for Neurosciences, University of California San Francisco, San Francisco, CA, USA.

    Adam R Ferguson

    Brain and Spinal Injury Center, Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, CA, USA.

    Department of Neurosurgery, Weill Institute for Neurosciences, University of California San Francisco, San Francisco, CA, USA.

    San Francisco Veterans Affairs Healthcare System, San Francisco, CA, USA.

    Abel Torres Espin

    Brain and Spinal Injury Center, Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, CA, USA.

    Department of Neurosurgery, Weill Institute for Neurosciences, University of California San Francisco, San Francisco, CA, USA.

    Lindsay D Nelson

    Departments of Neurosurgery and Neurology, Medical College of Wisconsin, Milwaukee, WI, USA.

    Esther L Yuh

    Brain and Spinal Injury Center, Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, CA, USA.

    Department of Neurosurgery, Weill Institute for Neurosciences, University of California San Francisco, San Francisco, CA, USA.

    Amy J Markowitz

    Brain and Spinal Injury Center, Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, CA, USA.

    Department of Neurosurgery, Weill Institute for Neurosciences, University of California San Francisco, San Francisco, CA, USA.

    Geoffrey T Manley

    Brain and Spinal Injury Center, Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, CA, USA.

    Department of Neurosurgery, Weill Institute for Neurosciences, University of California San Francisco, San Francisco, CA, USA.

    Weill Neurohub, University of California San Francisco, San Francisco, CA, USA.

    Weill Neurohub, University of California Berkeley, Berkeley, CA, USA.

    Kristofer E Bouchard

    Weill Neurohub, University of California Berkeley, Berkeley, CA, USA. kebouchard@lbl.gov.

    Scientific Data Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA. kebouchard@lbl.gov.

    Biological Systems and Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA. kebouchard@lbl.gov.

    Helen Wills Neuroscience Institute and Redwood Center for Theoretical Neuroscience, University of California Berkeley, Berkeley, CA, USA. kebouchard@lbl.gov.

REFERENCES & ADDITIONAL READING

PubMed

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