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Increase in perceived case suspiciousness due to local contrast optimisation in digital screening mammography
OBJECTIVES: To determine the influence of local contrast optimisation on diagnostic accuracy and perceived suspiciousness of digital screening mammograms. METHODS: Data were collected from a screening region in the Netherlands and consisted of 263 digital screening cases (153 recalled,110 normal). E...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer-Verlag
2011
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3297744/ https://www.ncbi.nlm.nih.gov/pubmed/22071778 http://dx.doi.org/10.1007/s00330-011-2320-2 |
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author | Visser, Roelant Veldkamp, Wouter J. H. Beijerinck, David Bun, Petra A. M. Deurenberg, Jan J. M. Imhof-Tas, Mechli W. Schuur, Klaas H. Snoeren, Miranda M. den Heeten, Gerard J. Karssemeijer, Nico Broeders, Mireille J. M. |
author_facet | Visser, Roelant Veldkamp, Wouter J. H. Beijerinck, David Bun, Petra A. M. Deurenberg, Jan J. M. Imhof-Tas, Mechli W. Schuur, Klaas H. Snoeren, Miranda M. den Heeten, Gerard J. Karssemeijer, Nico Broeders, Mireille J. M. |
author_sort | Visser, Roelant |
collection | PubMed |
description | OBJECTIVES: To determine the influence of local contrast optimisation on diagnostic accuracy and perceived suspiciousness of digital screening mammograms. METHODS: Data were collected from a screening region in the Netherlands and consisted of 263 digital screening cases (153 recalled,110 normal). Each case was available twice, once processed with a tissue equalisation (TE) algorithm and once with local contrast optimisation (PV). All cases had digitised previous mammograms. For both algorithms, the probability of malignancy of each finding was scored independently by six screening radiologists. Perceived case suspiciousness was defined as the highest probability of malignancy of all findings of a radiologist within a case. Differences in diagnostic accuracy of the processing algorithms were analysed by comparing the areas under the receiver operating characteristic curves (A (z)). Differences in perceived case suspiciousness were analysed using sign tests. RESULTS: There was no significant difference in A (z) (TE: 0.909, PV 0.917, P = 0.46). For all radiologists, perceived case suspiciousness using PV was higher than using TE more often than vice versa (ratio: 1.14–2.12). This was significant (P <0.0083) for four radiologists. CONCLUSIONS: Optimisation of local contrast by image processing may increase perceived case suspiciousness, while diagnostic accuracy may remain similar. KEY POINTS: • Variations among different image processing algorithms for digital screening mammography are large. • Current algorithms still aim for optimal local contrast with a low dynamic range. • Although optimisation of contrast may increase sensitivity, diagnostic accuracy is probably unchanged. • Increased local contrast may render both normal and abnormal structures more conspicuous. |
format | Online Article Text |
id | pubmed-3297744 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2011 |
publisher | Springer-Verlag |
record_format | MEDLINE/PubMed |
spelling | pubmed-32977442012-03-21 Increase in perceived case suspiciousness due to local contrast optimisation in digital screening mammography Visser, Roelant Veldkamp, Wouter J. H. Beijerinck, David Bun, Petra A. M. Deurenberg, Jan J. M. Imhof-Tas, Mechli W. Schuur, Klaas H. Snoeren, Miranda M. den Heeten, Gerard J. Karssemeijer, Nico Broeders, Mireille J. M. Eur Radiol Breast OBJECTIVES: To determine the influence of local contrast optimisation on diagnostic accuracy and perceived suspiciousness of digital screening mammograms. METHODS: Data were collected from a screening region in the Netherlands and consisted of 263 digital screening cases (153 recalled,110 normal). Each case was available twice, once processed with a tissue equalisation (TE) algorithm and once with local contrast optimisation (PV). All cases had digitised previous mammograms. For both algorithms, the probability of malignancy of each finding was scored independently by six screening radiologists. Perceived case suspiciousness was defined as the highest probability of malignancy of all findings of a radiologist within a case. Differences in diagnostic accuracy of the processing algorithms were analysed by comparing the areas under the receiver operating characteristic curves (A (z)). Differences in perceived case suspiciousness were analysed using sign tests. RESULTS: There was no significant difference in A (z) (TE: 0.909, PV 0.917, P = 0.46). For all radiologists, perceived case suspiciousness using PV was higher than using TE more often than vice versa (ratio: 1.14–2.12). This was significant (P <0.0083) for four radiologists. CONCLUSIONS: Optimisation of local contrast by image processing may increase perceived case suspiciousness, while diagnostic accuracy may remain similar. KEY POINTS: • Variations among different image processing algorithms for digital screening mammography are large. • Current algorithms still aim for optimal local contrast with a low dynamic range. • Although optimisation of contrast may increase sensitivity, diagnostic accuracy is probably unchanged. • Increased local contrast may render both normal and abnormal structures more conspicuous. Springer-Verlag 2011-11-10 2012 /pmc/articles/PMC3297744/ /pubmed/22071778 http://dx.doi.org/10.1007/s00330-011-2320-2 Text en © The Author(s) 2011 https://creativecommons.org/licenses/by-nc/4.0/ This article is distributed under the terms of the Creative Commons Attribution Noncommercial License which permits any noncommercial use, distribution, and reproduction in any medium, provided the original author(s) and source are credited. |
spellingShingle | Breast Visser, Roelant Veldkamp, Wouter J. H. Beijerinck, David Bun, Petra A. M. Deurenberg, Jan J. M. Imhof-Tas, Mechli W. Schuur, Klaas H. Snoeren, Miranda M. den Heeten, Gerard J. Karssemeijer, Nico Broeders, Mireille J. M. Increase in perceived case suspiciousness due to local contrast optimisation in digital screening mammography |
title | Increase in perceived case suspiciousness due to local contrast optimisation in digital screening mammography |
title_full | Increase in perceived case suspiciousness due to local contrast optimisation in digital screening mammography |
title_fullStr | Increase in perceived case suspiciousness due to local contrast optimisation in digital screening mammography |
title_full_unstemmed | Increase in perceived case suspiciousness due to local contrast optimisation in digital screening mammography |
title_short | Increase in perceived case suspiciousness due to local contrast optimisation in digital screening mammography |
title_sort | increase in perceived case suspiciousness due to local contrast optimisation in digital screening mammography |
topic | Breast |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3297744/ https://www.ncbi.nlm.nih.gov/pubmed/22071778 http://dx.doi.org/10.1007/s00330-011-2320-2 |
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