Literature DB >> 18215857

Automatic detection of rib borders in chest radiographs.

Z Yue1, A Goshtasby, L V Ackerman.   

Abstract

An algorithm for detection of posterior rib borders in chest radiographs is presented. The algorithm first determines the thoracic cage boundary to restrict the area of search for the ribs. It then finds approximate rib borders using a knowledge-based Hough transform. Finally, the algorithm localizes the rib borders using an active contour model. Results of the proposed rib finding algorithm on 10 chest radiographs are presented.

Year:  1995        PMID: 18215857     DOI: 10.1109/42.414618

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


  7 in total

Review 1.  Anniversary paper: History and status of CAD and quantitative image analysis: the role of Medical Physics and AAPM.

Authors:  Maryellen L Giger; Heang-Ping Chan; John Boone
Journal:  Med Phys       Date:  2008-12       Impact factor: 4.071

2.  Atlas-based rib-bone detection in chest X-rays.

Authors:  Sema Candemir; Stefan Jaeger; Sameer Antani; Ulas Bagci; Les R Folio; Ziyue Xu; George Thoma
Journal:  Comput Med Imaging Graph       Date:  2016-04-13       Impact factor: 4.790

3.  Radiologist-supervised Transfer Learning: Improving Radiographic Localization of Pneumonia and Prognostication of Patients With COVID-19.

Authors:  Brian Hurt; Meagan A Rubel; Evan M Masutani; Kathleen Jacobs; Lewis Hahn; Michael Horowitz; Seth Kligerman; Albert Hsiao
Journal:  J Thorac Imaging       Date:  2022-03-01       Impact factor: 5.528

4.  Automatic screening for tuberculosis in chest radiographs: a survey.

Authors:  Stefan Jaeger; Alexandros Karargyris; Sema Candemir; Jenifer Siegelman; Les Folio; Sameer Antani; George Thoma
Journal:  Quant Imaging Med Surg       Date:  2013-04

5.  3D reconstruction of the human rib cage from 2D projection images using a statistical shape model.

Authors:  Jalda Dworzak; Hans Lamecker; Jens von Berg; Tobias Klinder; Cristian Lorenz; Dagmar Kainmüller; Heiko Seim; Hans-Christian Hege; Stefan Zachow
Journal:  Int J Comput Assist Radiol Surg       Date:  2009-07-26       Impact factor: 2.924

6.  Convolutional virtual electric field for image segmentation using active contours.

Authors:  Yuanquan Wang; Ce Zhu; Jiawan Zhang; Yuden Jian
Journal:  PLoS One       Date:  2014-10-31       Impact factor: 3.240

Review 7.  Computer-aided detection in chest radiography based on artificial intelligence: a survey.

Authors:  Chunli Qin; Demin Yao; Yonghong Shi; Zhijian Song
Journal:  Biomed Eng Online       Date:  2018-08-22       Impact factor: 2.819

  7 in total

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