Literature DB >> 29915942

3D Segmentation Algorithms for Computerized Tomographic Imaging: a Systematic Literature Review.

L E Carvalho1,2, A C Sobieranski3,4, A von Wangenheim5,3.   

Abstract

This paper presents a systematic literature review concerning 3D segmentation algorithms for computerized tomographic imaging. This analysis covers articles published in the range 2006-March 2018 found in four scientific databases (Science Direct, IEEEXplore, ACM, and PubMed), using the methodology for systematic review proposed by Kitchenham. We present the analyzed segmentation methods categorized according to its application, algorithmic strategy, validation, and use of prior knowledge, as well as its general conceptual description. Additionally, we present a general overview, discussions, and further prospects for the 3D segmentation methods applied for tomographic images.

Keywords:  3D segmentation; Computerized tomographic imaging; Kitchenham’s systematic review; Segmentation methods categorization

Mesh：

Year:  2018        PMID： 29915942      PMCID： PMC6261188          DOI： 10.1007/s10278-018-0101-z

Source DB:  PubMed          Journal:  J Digit Imaging        ISSN： 0897-1889            Impact factor:   4.056


  68 in total

1.  A fully automatic three-step liver segmentation method on LDA-based probability maps for multiple contrast MR images.

Authors:  Oliver Gloger; Jens Kühn; Adam Stanski; Henry Völzke; Ralf Puls
Journal:  Magn Reson Imaging       Date:  2010-04-21       Impact factor: 2.546

2.  Visualization of multiple anatomical structures with explicit isosurface manipulation.

Authors:  Xiaonan Wan; Fei Yang; Feng Yang; Xiuli Li; Min Xu; Jie Tian
Journal:  Conf Proc IEEE Eng Med Biol Soc       Date:  2015

3.  Shape-driven 3D segmentation using spherical wavelets.

Authors:  Delphine Nain; Steven Haker; Aaron Bobick; Allen Tannenbaum
Journal:  Med Image Comput Comput Assist Interv       Date:  2006

4.  3-D segmentation algorithm of small lung nodules in spiral CT images.

Authors:  S Diciotti; G Picozzi; M Falchini; M Mascalchi; N Villari; G Valli
Journal:  IEEE Trans Inf Technol Biomed       Date:  2008-01

5.  Live-wire-based 3D segmentation method.

Authors:  Wojciech Wiecławek; Ewa Pietka
Journal:  Conf Proc IEEE Eng Med Biol Soc       Date:  2007

6.  Computer-aided lymph node segmentation in volumetric CT data.

Authors:  Reinhard R Beichel; Yao Wang
Journal:  Med Phys       Date:  2012-09       Impact factor: 4.071

7.  Treatment response assessment of head and neck cancers on CT using computerized volume analysis.

Authors:  L Hadjiiski; S K Mukherji; S K Gujar; B Sahiner; M Ibrahim; E Street; J Moyer; F P Worden; H-P Chan
Journal:  AJNR Am J Neuroradiol       Date:  2010-07-01       Impact factor: 3.825

8.  Virtual bacterium colony in 3D image segmentation.

Authors:  Pawel Badura
Journal:  Comput Med Imaging Graph       Date:  2017-04-26       Impact factor: 4.790

9.  Automated 3D segmentation of multiple surfaces with a shared hole: segmentation of the neural canal opening in SD-OCT volumes.

Authors:  Bhavna J Antony; Mohammed S Miri; Michael D Abràmoff; Young H Kwon; Mona K Garvin
Journal:  Med Image Comput Comput Assist Interv       Date:  2014

10.  Treatment Response Assessment for Bladder Cancer on CT Based on Computerized Volume Analysis, World Health Organization Criteria, and RECIST.

Authors:  Lubomir Hadjiiski; Alon Z Weizer; Ajjai Alva; Elaine M Caoili; Richard H Cohan; Kenny Cha; Heang-Ping Chan
Journal:  AJR Am J Roentgenol       Date:  2015-08       Impact factor: 3.959
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  4 in total

1.  Analysis of Surface Extraction Methods Based on Gradient Operators for Computed Tomography in Metrology Applications.

Authors:  Sinué Ontiveros; Roberto Jiménez; José A Yagüe-Fabra; Marta Torralba
Journal:  Materials (Basel)       Date:  2018-08-17       Impact factor: 3.623

2.  RIL-Contour: a Medical Imaging Dataset Annotation Tool for and with Deep Learning.

Authors:  Kenneth A Philbrick; Alexander D Weston; Zeynettin Akkus; Timothy L Kline; Panagiotis Korfiatis; Tomas Sakinis; Petro Kostandy; Arunnit Boonrod; Atefeh Zeinoddini; Naoki Takahashi; Bradley J Erickson
Journal:  J Digit Imaging       Date:  2019-08       Impact factor: 4.056

3.  Three-dimensional segmentation of computed tomography data using Drishti Paint: new tools and developments.

Authors:  Yuzhi Hu; Ajay Limaye; Jing Lu
Journal:  R Soc Open Sci       Date:  2020-12-16       Impact factor: 2.963

4.  Microtomographic Analysis of a Palaeolithic Wooden Point from the Ljubljanica River.

Authors:  Enej Guček Puhar; Lidija Korat; Miran Erič; Aleš Jaklič; Franc Solina
Journal:  Sensors (Basel)       Date:  2022-03-18       Impact factor: 3.576
  4 in total

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