Literature DB >> 26158090

Block selective redaction for minimizing loss during de-identification of burned in text in irreversibly compressed JPEG medical images.

David A Clunie1, Dan Gebow2.   

Abstract

Deidentification of medical images requires attention to both header information as well as the pixel data itself, in which burned-in text may be present. If the pixel data to be deidentified is stored in a compressed form, traditionally it is decompressed, identifying text is redacted, and if necessary, pixel data are recompressed. Decompression without recompression may result in images of excessive or intractable size. Recompression with an irreversible scheme is undesirable because it may cause additional loss in the diagnostically relevant regions of the images. The irreversible (lossy) JPEG compression scheme works on small blocks of the image independently, hence, redaction can selectively be confined only to those blocks containing identifying text, leaving all other blocks unchanged. An open source implementation of selective redaction and a demonstration of its applicability to multiframe color ultrasound images is described. The process can be applied either to standalone JPEG images or JPEG bit streams encapsulated in other formats, which in the case of medical images, is usually DICOM.

Keywords:  DICOM; JPEG; anonymization; deidentification; lossy compression; redaction

Year:  2015        PMID: 26158090      PMCID: PMC4478853          DOI: 10.1117/1.JMI.2.1.016501

Source DB:  PubMed          Journal:  J Med Imaging (Bellingham)        ISSN: 2329-4302


  3 in total

1.  JPEG compression of digital echocardiographic images: impact on image quality.

Authors:  T H Karson; S Chandra; A J Morehead; W J Stewart; S E Nissen; J D Thomas
Journal:  J Am Soc Echocardiogr       Date:  1995 May-Jun       Impact factor: 5.251

2.  Digital storage of echocardiograms offers superior image quality to analog storage, even with 20:1 digital compression: results of the Digital Echo Record Access Study.

Authors:  T H Karson; R C Zepp; S Chandra; A Morehead; J D Thomas
Journal:  J Am Soc Echocardiogr       Date:  1996 Nov-Dec       Impact factor: 5.251

3.  Usability of irreversible image compression in radiological imaging. A position paper by the European Society of Radiology (ESR).

Authors: 
Journal:  Insights Imaging       Date:  2011-02-14
  3 in total
  1 in total

Review 1.  Transforming Dermatologic Imaging for the Digital Era: Metadata and Standards.

Authors:  Liam J Caffery; David Clunie; Clara Curiel-Lewandrowski; Josep Malvehy; H Peter Soyer; Allan C Halpern
Journal:  J Digit Imaging       Date:  2018-08       Impact factor: 4.056

  1 in total

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