Literature DB >> 18222815

Automatic segmentation of ultrasound images using morphological operators.

J G Thomas1, R A Peters, P Jeanty.   

Abstract

A method for the automatic measurement of femur length in fetal ultrasound images is presented. Fetal femur length measurements are used to estimate gestational age by comparing the measurement to a typical growth chart. Using a real-time ultrasound system, sonographers currently indicate the femur endpoints on the ultrasound display station with a mouse-like device. The measurements are subjective, and have been proven to be inconsistent. The automatic approach described exploits prior knowledge of the general range of femoral size and shape by using morphological operators, which process images based on shape characteristics. Morphological operators are used first to remove the background (noise) from the image, next to refine the shape of the femur and remove spurious artifacts, and finally to produce a single pixel-wide skeleton of the femur. The skeleton endpoints are assumed to be the femur endpoints. The length of the femur is calculated as the distance between those endpoints. A comparison of the measurements obtained with the manual and with the automated techniques is included.

Entities:  

Year:  1991        PMID: 18222815     DOI: 10.1109/42.79476

Source DB:  PubMed          Journal:  IEEE Trans Med Imaging        ISSN: 0278-0062            Impact factor:   10.048


  4 in total

1.  Segmentation in echocardiographic sequences using shape-based snake model combined with generalized Hough transformation.

Authors:  Chen Sheng; Yang Xin; Yao Liping; Sun Kun
Journal:  Int J Cardiovasc Imaging       Date:  2005-12-20       Impact factor: 2.357

2.  Optimised method for locating reference markers in rontgen stereophotogrammetric analysis of orthopaedic radiographs.

Authors:  S Wang; N B Jones; J B Richardson; E Klaassens
Journal:  Med Biol Eng Comput       Date:  1996-01       Impact factor: 2.602

3.  Feature-based fuzzy connectedness segmentation of ultrasound images with an object completion step.

Authors:  Sylvia Rueda; Caroline L Knight; Aris T Papageorghiou; J Alison Noble
Journal:  Med Image Anal       Date:  2015-07-17       Impact factor: 8.545

Review 4.  Automated Techniques for the Interpretation of Fetal Abnormalities: A Review.

Authors:  Vidhi Rawat; Alok Jain; Vibhakar Shrimali
Journal:  Appl Bionics Biomech       Date:  2018-06-10       Impact factor: 1.781

  4 in total

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