MACHINE-LEARNING-BASED HEALTHCARE SYSTEM

MACHINE-LEARNING-BASED HEALTHCARE SYSTEM

A method for providing a healthcare system. The method comprises a machine learning system: obtaining and labelling patient data to produce labelled patient data relating to one or more patients; determining one or more predictions based on the labelled patient data; receiving, from a user, one or m...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: MUMFORD, Rachel, PANG, Shun
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:A method for providing a healthcare system. The method comprises a machine learning system: obtaining and labelling patient data to produce labelled patient data relating to one or more patients; determining one or more predictions based on the labelled patient data; receiving, from a user, one or more user inputs labelling each of the one or more predictions as a success or a failure; generating training data based on the labelled patient data and the one or more user inputs; and training the machine learning system based on the training data.