AIMC Topic: Elective Surgical Procedures

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Development of machine learning algorithms for prediction of discharge disposition after elective inpatient surgery for lumbar degenerative disc disorders.

Neurosurgical focus Nov 1, 2018
OBJECTIVEIf not anticipated and prearranged, hospital stay can be prolonged while the patient awaits placement in a rehabilitation unit or skilled nursing facility following elective spine surgery. Preoperative prediction of the likelihood of postope...
Humans Machine Learning Algorithms Female Aged Adult Male Middle Aged Predictive Value of Tests Elective Surgical Procedures Lumbar Vertebrae Patient Discharge Intervertebral Disc Degeneration
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Feasibility of Automated Propofol Sedation for Transcatheter Aortic Valve Implantation: A Pilot Study.

Anesthesia and analgesia Nov 1, 2017
BACKGROUND: Recently, several trials have shown that closed-loop sedation is feasible. No study has used automated sedation in extremely frail patients, such as those scheduled for transcatheter aortic valve implantation (TAVI). We developed and test...
Humans Prospective Studies Female Risk Factors Aged Aged, 80 and over Male Hemodynamics Pilot Projects Monitoring, Intraoperative Decision Support Systems, Clinical Treatment Outcome Propofol Hypnotics and Sedatives Robotics Elective Surgical Procedures Equipment Design Feasibility Studies Anesthetics, Intravenous Automation Respiration Anesthesia, Intravenous Clinical Alarms Transcatheter Aortic Valve Replacement Consciousness Monitors
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