Literature DB >> 11259942

Effects of JPEG and wavelet compression of spiral low-dose ct images on detection of small lung cancers.

F Li1, S Sone, S Takashima, K Kiyono, Z G Yang, M Hasegawa, S Kawakami, A Saito, K Hanamura, K Asakura.   

Abstract

PURPOSE: To compare the effect of compression of spiral low-dose CT images by the Joint Photographic Experts Group (JPEG) and wavelet algorithms on detection of small lung cancers.
MATERIAL AND METHODS: Low-dose spiral CT images of 104 individuals (52 with peripheral lung cancers smaller than 20 mm and 52 control subjects) were used. The original images were compressed using JPEG or wavelet algorithms at a ratio of 10:1 or 20:1. Five radiologists interpreted these images and evaluated the image quality on a high-resolution CRT monitor. Observer performance was studied by receiver operating characteristic (ROC) analysis.
RESULTS: There was no significant difference in the detection of cancers measuring 6 to 15 mm in uncompressed images and in those compressed by either of the algorithms, although the quality of images compressed at 20:1 with the wavelet algorithm was somewhat inferior. A lower diagnostic accuracy was noted using images compressed by the JPEG or wavelet algorithms at 20:1 in detecting lung cancers measuring 6 to 10 mm and cancers measuring from 6 to 15 mm with ground-glass opacity.
CONCLUSION: Compression of low-dose CT images at a ratio of 10:1 using JPEG and wavelet algorithms does not compromise the detection rate of small lung cancers.

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Year:  2001        PMID: 11259942     DOI: 10.1080/028418501127346657

Source DB:  PubMed          Journal:  Acta Radiol        ISSN: 0284-1851            Impact factor:   1.701


  7 in total

1.  JPEG2000 for automated quantification of immunohistochemically stained cell nuclei: a comparative study with standard JPEG format.

Authors:  Marylène Lejeune; Carlos López; Ramón Bosch; Anna Korzyńska; Maria-Teresa Salvadó; Marcial García-Rojo; Urszula Neuman; Łukasz Witkowski; Jordi Baucells; Joaquín Jaén
Journal:  Virchows Arch       Date:  2010-11-18       Impact factor: 4.064

2.  Irreversible JPEG 2000 compression of abdominal CT for primary interpretation: assessment of visually lossless threshold.

Authors:  Kyoung Ho Lee; Young Hoon Kim; Bo Hyoung Kim; Kil Joong Kim; Tae Jung Kim; Hyuk Jung Kim; Seokyung Hahn
Journal:  Eur Radiol       Date:  2006-11-22       Impact factor: 5.315

3.  Quality of compressed medical images.

Authors:  Ya-Hui Shiao; Tzong-Jer Chen; Keh-Shih Chuang; Cheng-Hsun Lin; Chun-Chao Chuang
Journal:  J Digit Imaging       Date:  2007-02-22       Impact factor: 4.056

4.  Roundness variation in JPEG images affects the automated process of nuclear immunohistochemical quantification: correction with a linear regression model.

Authors:  Carlos López; Joaquín Jaén Martinez; Marylène Lejeune; Patricia Escrivà; Maria T Salvadó; Lluis E Pons; Tomás Alvaro; Jordi Baucells; Marcial García-Rojo; Xavier Cugat; Ramón Bosch
Journal:  Histochem Cell Biol       Date:  2009-08-04       Impact factor: 4.304

5.  Effects of image compression on automatic count of immunohistochemically stained nuclei in digital images.

Authors:  Carlos López; Marylène Lejeune; Patricia Escrivà; Ramón Bosch; Maria Teresa Salvadó; Lluis E Pons; Jordi Baucells; Xavier Cugat; Tomás Alvaro; Joaquín Jaén
Journal:  J Am Med Inform Assoc       Date:  2008-08-28       Impact factor: 4.497

6.  JPEG2000 still image coding quality.

Authors:  Tzong-Jer Chen; Sheng-Chieh Lin; You-Chen Lin; Ren-Gui Cheng; Li-Hui Lin; Wei Wu
Journal:  J Digit Imaging       Date:  2013-10       Impact factor: 4.056

7.  Effect of CT image compression on computer-assisted lung nodule volume measurement.

Authors:  Jane P Ko; Jeffrey Chang; Elan Bomsztyk; James S Babb; David P Naidich; Henry Rusinek
Journal:  Radiology       Date:  2005-08-26       Impact factor: 11.105

  7 in total

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