Lumbar Ultrasound Image Feature Extraction and Classification with Support Vector Machine

Needle entry site localization remains a challenge for procedures that involve lumbar puncture, for example, epidural anesthesia. To solve the problem, we have developed an image classification algorithm that can automatically identify the bone/interspinous region for ultrasound images obtained from...

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Bibliographic Details
Published in:	Ultrasound in medicine & biology Vol. 41; no. 10; pp. 2677 - 2689
Main Authors:	Yu, Shuang, Tan, Kok Kiong, Sng, Ban Leong, Li, Shengjin, Sia, Alex Tiong Heng
Format:	Journal Article
Language:	English
Published:	England 01.10.2015
Subjects:	Algorithms Anesthesia, Epidural - methods Female Humans Image Enhancement - methods Image Interpretation, Computer-Assisted - methods Lumbar Vertebrae - diagnostic imaging Pattern Recognition, Automated - methods Pregnancy Punctures Reproducibility of Results Sensitivity and Specificity Support Vector Machine Ultrasonography, Interventional - methods Medical image processing Feature selection Video processing Machine learning Feature extraction Support vector machine Epidural anesthesia
ISSN:	1879-291X
Online Access:	Get more information
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