PulseExploreJournal ClubDebatesTrendingResearchersJournals
Instagram
HomeExploreJournal ClubTrending
Synapse
⌘+K
Synapse
October 23, 2018Medical Physics77 citations

Ultra‐low‐dose CT image denoising using modified BM3D scheme tailored to data statistics

View Full Paper
TZTingting ZhaoJHJohn M. HoffmanMMMichael F. McNitt‐Gray

Key Points

Key points are not available for this paper at this time.

Abstract

This work tailors the Wiener filter in BM3D algorithm to data statistics and demonstrates statistically significant performance improvement on ultra-low-dose CT image denoising and a subsequent emphysema quantification task. Such performance gain is more pronounced with a lower dose level. The development and rationale are generally enough for other image denoising tasks when the WGN assumption is violated.

Ask AI
Helpful
Bookmark
Share
View Full Paper

Cite This Study

Zhao et al. (2018) studied this question.

synapsesocial.com/papers/69decc3a499d77a496b0ced6https://doi.org/10.1002/mp.13252
Ask AI
Helpful
Bookmark
Share
View Full Paper