Cannulation Skill Assessment Using Functional Data Analysis

Objective : A clinician's operative skill-the ability to safely and effectively perform a procedure-directly impacts patient outcomes and well-being. Therefore, it is necessary to accurately assess skill progression during medical training as well as develop methods to most efficiently train he...

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Bibliographic Details

Published in:	IEEE journal of biomedical and health informatics Vol. 27; no. 9; pp. 1 - 13
Main Authors:	Liu, Zhanhe, Hitchcock, David B., Singapogu, Ravikiran B.
Format:	Journal Article
Language:	English
Published:	United States IEEE 01-09-2023 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Cannulation Catheterization Data analysis functional data analysis Humans Measurement Needles Sensors skill assessment Skin Time Factors Time series analysis Training unsupervised clustering
Online Access:	Get full text
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