PREDICTIVE CHANGE IN ACUITY FOR HEALTHCARE ENVIRONMENTS

PREDICTIVE CHANGE IN ACUITY FOR HEALTHCARE ENVIRONMENTS

Disclosed are various embodiments for implementing predictive change in acuity. A computing environment may be employed to store behavioral data received from a plurality of monitoring devices associated with individuals. The computing environment may generate training data using the behavioral data...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Gary, Timothy T, Frakes, David Harold, Lewis, Rob, Yudkovicz, Julia
Format: Patent
Sprache:eng
Schlagworte:
HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATIONTECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING ORPROCESSING OF MEDICAL OR HEALTHCARE DATA
INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS
PHYSICS
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Beschreibung
Zusammenfassung:Disclosed are various embodiments for implementing predictive change in acuity. A computing environment may be employed to store behavioral data received from a plurality of monitoring devices associated with individuals. The computing environment may generate training data using the behavioral data, train a predictive algorithm using the training data, and execute at least one predictive data model as trained using subsequent behavioral data as received from the plurality of monitoring devices to predict at least one of a change in behavior of one of the individuals; an incident associated with the one of the individuals; and a change in biometric statistics of the one of the individuals.