Alarm fatigue mitigation
AssigneeDraeger Medical Systems, Inc.
InventorJohn P. Harrod, IV
Life of this patent
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AssigneeDraeger Medical Systems, Inc.
InventorJohn P. Harrod, IV
Estimating the term…
An Artificial Intelligence (“AI”) solution that can be used to identify alarms that contribute to alarm fatigue is disclosed. Clinicians are directly involved in providing feedback that can be used to train supervised machine learnings models. These insights can then be used by the hospital to make data-driven actions for reducing the number of alarms generated in a hospital. The technological system described herein includes a machine learning (“ML”) model deployed in a hospital that is provided with alarms and an associated feature set. The technological system embodies a method by which clinicians can flag potential nuisance alarms, thereby providing direct feedback to the system. The technological system also includes a recommender system that provides a prioritized set of potential nuisance alarms and recommendations.
A computer-implemented method for managing alarm fatigue, comprising:
A computing system, comprising:
A technological system, comprising:
Dependencies are inferred from the claim text.