Literature DB >> 33999394

Medical display application for degraded image sharpness restoration based on the modulation transfer function: initial assessment for a five-megapixel mammography display monitor.

Shogo Tokurei1, Yoichiro Ikushima2,3, Kazuki Takegami4,5, Munemasa Okada6, Junji Morishita7.   

Abstract

An image-display application for medical liquid-crystal display (LCD) monitors called the sharpness recovery (SR) function has been developed to compensate for image sharpness as a function of deficiencies in the modulation transfer function (MTF) of a monitor. We investigated the effects of the SR function for a five-megapixel (MP) mammography LCD monitor on the resolution and noise properties of the displayed images by measuring the MTF and overall noise power spectrum (NPS), respectively. Furthermore, the effectiveness of the SR function for the 5-MP monitor in displaying subtle microcalcifications on digital mammograms was verified using a two-alternative-forced-choice sensitivity measurement as an initial application for medical image interpretation. Four radiologists compared the visibility of 45 regions of interest with a malignant microcalcification cluster shown on SR-processed and unprocessed mammograms. SR processing improved the MTF of the displayed images by approximately 40% at the Nyquist frequency of the 5-MP monitor, whereas it slightly increased the overall NPS values. All observers indicated that the fraction of cases considered to have better visibility of microcalcifications with the SR processing was significantly greater than that without the processing (averaging 82%, with the 95% confidence interval ranging from 70 to 93%). The SR processing for the 5-MP monitor yielded a significant improvement in the resolution properties of the displayed images, with a certain increase in the image noise. The SR function has the potential to improve the observer performance of radiologists, particularly when reading subtle microcalcifications reproduced on 5-MP monitors.

Entities:  

Keywords:  Digital mammography; Image processing; Image sharpness; Liquid–crystal display monitor; Modulation transfer function; Two-alternative-forced-choice sensitivity measurement

Year:  2021        PMID: 33999394     DOI: 10.1007/s13246-021-01008-z

Source DB:  PubMed          Journal:  Phys Eng Sci Med        ISSN: 2662-4729


  10 in total

1.  Comparing the performance of mammographic enhancement algorithms: a preference study.

Authors:  R Sivaramakrishna; N A Obuchowski; W A Chilcote; G Cardenosa; K A Powell
Journal:  AJR Am J Roentgenol       Date:  2000-07       Impact factor: 3.959

Review 2.  Image processing algorithms for digital mammography: a pictorial essay.

Authors:  E D Pisano; E B Cole; B M Hemminger; M J Yaffe; S R Aylward; A D Maidment; R E Johnston; M B Williams; L T Niklason; E F Conant; L L Fajardo; D B Kopans; M E Brown; S M Pizer
Journal:  Radiographics       Date:  2000 Sep-Oct       Impact factor: 5.333

3.  Using a human visual system model to optimize soft-copy mammography display: influence of MTF compensation.

Authors:  Elizabeth A Krupinski; Jeffrey Johnson; Hans Roehrig; Michael Engstrom; Jiahua Fan; John Nafziger; Jeffrey Lubin; William J Dallas
Journal:  Acad Radiol       Date:  2003-09       Impact factor: 3.173

4.  Analysis method of noise power spectrum for medical monochrome liquid crystal displays.

Authors:  Katsuhiro Ichikawa; Yoshie Kodera; Aya Nishimura; Mikio Hasegawa; Naohiro Kimura; Akihiro Takemura; Kosuke Matsubara
Journal:  Radiol Phys Technol       Date:  2008-06-17

5.  A method for evaluating image quality of monochrome and color displays based on luminance by use of a commercially available color digital camera.

Authors:  Shogo Tokurei; Junji Morishita
Journal:  Med Phys       Date:  2015-08       Impact factor: 4.071

6.  Determination of subjective similarity for pairs of masses and pairs of clustered microcalcifications on mammograms: comparison of similarity ranking scores and absolute similarity ratings.

Authors:  Chisako Muramatsu; Qiang Li; Robert A Schmidt; Junji Shiraishi; Kenji Suzuki; Gillian M Newstead; Kunio Doi
Journal:  Med Phys       Date:  2007-07       Impact factor: 4.071

7.  Observer study for evaluating potential utility of a super-high-resolution LCD in the detection of clustered microcalcifications on digital mammograms.

Authors:  Junji Shiraishi; Hiroyuki Abe; Katsuhiro Ichikawa; Robert A Schmidt; Kunio Doi
Journal:  J Digit Imaging       Date:  2009-03-10       Impact factor: 4.056

8.  Phantom-based comparison of conventional versus phase-contrast mammography for LCD soft-copy diagnosis.

Authors:  Akiko Ihori; Naotoshi Fujita; Akihiro Sugiura; Naruomi Yasuda; Yoshie Kodera
Journal:  Int J Comput Assist Radiol Surg       Date:  2012-12-23       Impact factor: 2.924

9.  Investigation of basic imaging properties in digital radiography. I. Modulation transfer function.

Authors:  M L Giger; K Doi
Journal:  Med Phys       Date:  1984 May-Jun       Impact factor: 4.071

10.  Design and application of finite impulse response digital filters.

Authors:  T R Miller; K S Sampathkumaran
Journal:  Eur J Nucl Med       Date:  1982
  10 in total

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