Expert-level automated sleep staging of long-term scalp electroencephalography recordings using deep learning.

Abstract

Authors

• Maurice Abou Jaoude
  Epilepsy Division, Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA.
• Haoqi Sun
  Neurology Department, Massachusetts General Hospital, Wang 720, Boston, MA, USA.
• Kyle R Pellerin
  Epilepsy Division, Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA.
• Milena Pavlova
  Department of Neurology, Brigham and Women's Hospital and Harvard Medical School, Boston, MA.
• Rani A Sarkis
  Department of Neurology, Brigham and Women's Hospital and Harvard Medical School, Boston, MA.
• Sydney S Cash
  Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America.
• M Brandon Westover
  Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts.
• Alice D Lam
  Epilepsy Division, Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA. Electronic address: Lam.Alice@mgh.harvard.edu.

Keywords

External Resources