2022
DOI: 10.1007/s00247-021-05279-2
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Evaluation of the post-processing algorithms SimGrid and S-Enhance for paediatric intensive care patients and neonates

Abstract: Background Post-processing software can be used in digital radiography to achieve higher image quality, especially in cases of scattered radiation. SimGrid is a grid-like software based on a Convolutional Neuronal Network that estimates the distribution and degree of scattered radiation in radiographs and thus improves image quality by simulating an anti-scatter grid. S-Enhance is an algorithm programmed to improve contrast visibility of foreign material. Objective … Show more

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Cited by 3 publications
(22 citation statements)
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“…Sixteen articles met the selection criteria and were included in this review. Table 1 shows these study characteristics [ 1 , 2 , 3 , 4 , 5 , 6 , 7 , 8 , 9 , 10 , 11 , 12 , 13 , 14 , 15 , 16 ]. All but one article were published in the last two years, representing that the AI for dose optimization in pediatric radiology has only just become popular [ 1 , 2 , 4 , 5 , 6 , 7 , 8 , 9 , 10 , 11 , 12 , 13 , 14 , 15 , 16 ].…”
Section: Resultsmentioning
confidence: 99%
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“…Sixteen articles met the selection criteria and were included in this review. Table 1 shows these study characteristics [ 1 , 2 , 3 , 4 , 5 , 6 , 7 , 8 , 9 , 10 , 11 , 12 , 13 , 14 , 15 , 16 ]. All but one article were published in the last two years, representing that the AI for dose optimization in pediatric radiology has only just become popular [ 1 , 2 , 4 , 5 , 6 , 7 , 8 , 9 , 10 , 11 , 12 , 13 , 14 , 15 , 16 ].…”
Section: Resultsmentioning
confidence: 99%
“…Table 1 shows these study characteristics [ 1 , 2 , 3 , 4 , 5 , 6 , 7 , 8 , 9 , 10 , 11 , 12 , 13 , 14 , 15 , 16 ]. All but one article were published in the last two years, representing that the AI for dose optimization in pediatric radiology has only just become popular [ 1 , 2 , 4 , 5 , 6 , 7 , 8 , 9 , 10 , 11 , 12 , 13 , 14 , 15 , 16 ]. Nearly all (14) studies were determined high quality [ 1 , 4 , 5 , 6 , 7 , 8 , 9 , 10 , 11 , 12 , 13 , 14 , 15 , 16 ], and the lower quality ones were “pure” phantom studies [ 2 , 3 ].…”
Section: Resultsmentioning
confidence: 99%
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