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Sleep staging in the ICU with heart rate variability and breathing signals. An exploratory cross-sectional study using deep neural networks.

Autor: Ganglberger W; Department of Neurology, Massachusetts General Hospital, MGH, Boston, MA, United States.; Clinical Data Animation Center (CDAC), Massachusetts General Hospital, Boston, MA, United States.; Sleep and Health Zurich, University of Zurich, Zurich, Switzerland.; Henry and Allison McCance Center for Brain Health, Massachusetts General Hospital, Boston, MA, United States., Krishnamurthy PV; Department of Neurology, Massachusetts General Hospital, MGH, Boston, MA, United States.; Clinical Data Animation Center (CDAC), Massachusetts General Hospital, Boston, MA, United States., Quadri SA; Department of Neurology, Massachusetts General Hospital, MGH, Boston, MA, United States.; Clinical Data Animation Center (CDAC), Massachusetts General Hospital, Boston, MA, United States., Tesh RA; Department of Neurology, Massachusetts General Hospital, MGH, Boston, MA, United States.; Clinical Data Animation Center (CDAC), Massachusetts General Hospital, Boston, MA, United States., Bucklin AA; Department of Neurology, Massachusetts General Hospital, MGH, Boston, MA, United States.; Clinical Data Animation Center (CDAC), Massachusetts General Hospital, Boston, MA, United States., Adra N; Department of Neurology, Massachusetts General Hospital, MGH, Boston, MA, United States.; Clinical Data Animation Center (CDAC), Massachusetts General Hospital, Boston, MA, United States., Da Silva Cardoso M; Department of Neurology, Massachusetts General Hospital, MGH, Boston, MA, United States.; Clinical Data Animation Center (CDAC), Massachusetts General Hospital, Boston, MA, United States., Leone MJ; Department of Neurology, Massachusetts General Hospital, MGH, Boston, MA, United States.; Clinical Data Animation Center (CDAC), Massachusetts General Hospital, Boston, MA, United States., Hemmige A; Department of Neurology, Massachusetts General Hospital, MGH, Boston, MA, United States.; Clinical Data Animation Center (CDAC), Massachusetts General Hospital, Boston, MA, United States., Rajan S; Department of Neurology, Massachusetts General Hospital, MGH, Boston, MA, United States.; Clinical Data Animation Center (CDAC), Massachusetts General Hospital, Boston, MA, United States., Panneerselvam E; Department of Neurology, Massachusetts General Hospital, MGH, Boston, MA, United States.; Clinical Data Animation Center (CDAC), Massachusetts General Hospital, Boston, MA, United States., Paixao L; Department of Neurology, Massachusetts General Hospital, MGH, Boston, MA, United States.; Clinical Data Animation Center (CDAC), Massachusetts General Hospital, Boston, MA, United States., Higgins J; Department of Neurology, Massachusetts General Hospital, MGH, Boston, MA, United States.; Clinical Data Animation Center (CDAC), Massachusetts General Hospital, Boston, MA, United States., Ayub MA; Department of Neurology, Massachusetts General Hospital, MGH, Boston, MA, United States.; Clinical Data Animation Center (CDAC), Massachusetts General Hospital, Boston, MA, United States., Shao YP; Department of Neurology, Massachusetts General Hospital, MGH, Boston, MA, United States.; Clinical Data Animation Center (CDAC), Massachusetts General Hospital, Boston, MA, United States., Coughlin B; Department of Neurology, Massachusetts General Hospital, MGH, Boston, MA, United States., Sun H; Department of Neurology, Massachusetts General Hospital, MGH, Boston, MA, United States.; Clinical Data Animation Center (CDAC), Massachusetts General Hospital, Boston, MA, United States.; Harvard Medical School, Boston, MA, United States.; Henry and Allison McCance Center for Brain Health, Massachusetts General Hospital, Boston, MA, United States., Ye EM; Department of Neurology, Massachusetts General Hospital, MGH, Boston, MA, United States.; Clinical Data Animation Center (CDAC), Massachusetts General Hospital, Boston, MA, United States., Cash SS; Department of Neurology, Massachusetts General Hospital, MGH, Boston, MA, United States.; Clinical Data Animation Center (CDAC), Massachusetts General Hospital, Boston, MA, United States.; Harvard Medical School, Boston, MA, United States., Thompson BT; Department of Medicine, Massachusetts General Hospital, Boston, MA, United States., Akeju O; Department of Anesthesia, Critical Care and Pain Medicine, Massachusetts General Hospital, Boston, MA, United States.; Henry and Allison McCance Center for Brain Health, Massachusetts General Hospital, Boston, MA, United States., Kuller D; MyAir Inc, Boston, MA, United States., Thomas RJ; Clinical Data Animation Center (CDAC), Massachusetts General Hospital, Boston, MA, United States.; Harvard Medical School, Boston, MA, United States.; Beth Israel Deaconess Medical Center, Department of Medicine, Division of Pulmonary, Critical Care and Sleep, Boston, MA, United States., Westover MB; Department of Neurology, Massachusetts General Hospital, MGH, Boston, MA, United States.; Clinical Data Animation Center (CDAC), Massachusetts General Hospital, Boston, MA, United States.; Harvard Medical School, Boston, MA, United States.; Henry and Allison McCance Center for Brain Health, Massachusetts General Hospital, Boston, MA, United States.

Publikováno v: Frontiers in network physiology [Front Netw Physiol] 2023 Feb 27; Vol. 3, pp. 1120390. Date of Electronic Publication: 2023 Feb 27 (Print Publication: 2023).