Literature DB >> 16532809

[Application study of JPEG2000 image compression in nuclear medicine].

Luyi Zhou1, Xianyu Su, Weishi Qin, Lin Li, Anren Kuang, Tingshu Mo.   

Abstract

To study the usefulness of JPEG2000 compression for nuclear medicine (NM) image, normal and abnormal static images were compressed using a JPEG2000 plug-in. For lossless algorithm, the compressing ratio (CR) was calculated. For lossy algorithm, images were visually analyzed by NM physicians and ROC curves were generated. The area under ROC curve (AUC) was used as the index of image diagnostic quality. Paired sample t tests were performed to compare the AUCs. It was found that the lossless CR was (1.34+/-0.05) : 1. For lossy algorithm, the AUC decreased with the increase of CR. Comparison between the original and the compressed images revealed no significant difference for 10:1 CR but significant difference for bigger CRs. It was concluded that lossless compression has little usefulness for NM image because of very low CR. While lossy compression isused, the diagnostic quality of static NM images is preserved at CRs 50 : 1,40 : 1, 30 : 1,20 : 1 up to 10 : 1. For other types of NM image, CR should be increased or decreased according to their characteristics, especially the level of intrinsic statistical noise of NM image.

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Year:  2006        PMID: 16532809

Source DB:  PubMed          Journal:  Sheng Wu Yi Xue Gong Cheng Xue Za Zhi        ISSN: 1001-5515


  1 in total

1.  Optimum Value of Scale and Threshold for Compression of 99mTc-MDP Bone Scan Images using Haar Wavelet Transform.

Authors:  Anil Kumar Pandey; Jagrati Chaudhary; Akshima Sharma; Hemakshi Chetan Patel; Param Dev Sharma; Vivek Baghel; Rakesh Kumar
Journal:  Indian J Nucl Med       Date:  2022-07-08
  1 in total

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