ASSESSING OPERATOR BEHAVIOR DURING A MEDICAL PROCEDURE

A computer-implemented method of assessing operator behavior during a medical procedure involving medical equipment (110, 120, 130, 140), is provided. The method includes: receiving (S110) operator interaction data (150) representing operator interactions (160) with the medical equipment during the...

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Bibliographische Detailangaben
Hauptverfasser:	FOTOUHI, Javad, PAI RAIKAR, Vipul Shrihari, SINHA, Ayushi, SALEHI, Leili, ERKAMP, Ramon Quido, KYNE, Sean
Format:	Patent
Sprache:	eng ; fre ; ger
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 computer-implemented method of assessing operator behavior during a medical procedure involving medical equipment (110, 120, 130, 140), is provided. The method includes: receiving (S110) operator interaction data (150) representing operator interactions (160) with the medical equipment during the medical procedure; inputting (S120) the operator interaction data (150) into a neural network (170); and outputting (S130) a characteristic of the operator behavior based on a position of a latent space encoding (180) of the operator interaction data generated by the neural network (170), with respect to a distribution (1901, 1902) of latent space encodings of training data representing operator interactions with the medical equipment having known characteristics (2001, 2002) of the operator behavior.