Machine Learning-Based Analysis and Prediction of Unplanned 30-Day Readmissions After Pituitary Adenoma Resection: A Multi-Institutional Retrospective Study With External Validation.

Journal: Neurosurgery
Published Date:

Abstract

BACKGROUND: Unplanned readmission after transsphenoidal resection of pituitary adenoma can occur in up to 10% of patients but is unpredictable.

Authors

  • Brendan T Crabb
    Department of Neurosurgery, University of Utah, Salt Lake City, Utah, USA.
  • Forrest Hamrick
    Department of Neurosurgery, University of Utah, Salt Lake City, Utah, USA.
  • Justin M Campbell
    Department of Anesthesiology, University of Michigan Medical School, Ann Arbor, MI, USA; Center for Consciousness Science, University of Michigan Medical School, Ann Arbor, MI, USA; MD-PhD Program, University of Utah School of Medicine, Salt Lake City, UT, USA.
  • Joshua Vignolles-Jeong
    Department of Neurosurgery, The Ohio State University, Columbus, Ohio, USA.
  • Stephen T Magill
    Department of Neurosurgery, The Ohio State University, Columbus, Ohio, USA.
  • Daniel M Prevedello
    Department of Neurosurgery, The Ohio State University, Columbus, Ohio, USA.
  • Ricardo L Carrau
  • Bradley A Otto
    Department of Neurosurgery, The Ohio State University, Columbus, Ohio, USA.
  • Douglas A Hardesty
    Department of Neurosurgery, The Ohio State University, Columbus, Ohio, USA.
  • William T Couldwell
    Department of Neurosurgery, University of Utah, Salt Lake City, Utah, USA.
  • Michael Karsy
    Department of Neurosurgery, Thomas Jefferson University Hospital, Philadelphia, Pennsylvania, United Sates.