Improvement of image quality in chest MDCT using nonlinear wavelet shrinkage with trimmed-thresholding
- 1. Nagoya Univ., Graduate School of Medical Sciences, Nagoya, Aichi (Japan)
- 2. Nagoya Univ., School of Health Sciences, Nagoya, Aichi (Japan)
Description
Multidetector-row computed tomography (MDCT) has dramatically increased the speed of scanning, and allows high-resolution imaging compared with conventional single detector-row CT (SDCT). However, the use MDCT makes use of an increase in volume scanning, and causes a simultaneous increase in radiation dose to the patient. Thus, the radiation dose from the X-ray CT has become a problem in recent years. In this study, nonlinear wavelet-based edge preservation de-noising using trimmed-thresholding was applied to reconstructed low-close chest MDCT images, and optimal wavelet processing including wavelet functions and thresholding methods was examined. Moreover, the usefulness of the de-noising for reducing radiation dose was examined. As a result of optimized edge preservation de-noising, noise reduction was achieved with little deterioration in image quality, and the wavelet function used at that time was Coiflet's with shorter support. As a result, almost the same quality of reconstructed image of the chest phantom was obtained for conventional scanning and low-dose scanning with the wavelet de-noising method using trimmed-thresholding. That is, the radiation dose from MDCT could be reduced using this wavelet-based de-noising method. (author)
Additional details
Publishing Information
- Journal Title
- Nippon Hoshasen Gijutsu Gakkai Zasshi
- Journal Volume
- 61
- Journal Issue
- 12
- Journal Page Range
- p. 1599-1608
- ISSN
- 0369-4305
INIS
- Country of Publication
- Japan
- Country of Input or Organization
- Japan
- INIS RN
- 37059656
- Subject category
- S62: RADIOLOGY AND NUCLEAR MEDICINE;
- Descriptors DEI
- CAT SCANNING; CHEST; IMAGE PROCESSING; MATHEMATICAL MODELS; NOISE; NONLINEAR OPTICS; PHANTOMS; RADIATION DOSES; SHRINKAGE; SIGNALS; TWO-DIMENSIONAL CALCULATIONS; WAVE FORMS
- Descriptors DEC
- BODY; COMPUTERIZED TOMOGRAPHY; DIAGNOSTIC TECHNIQUES; DOSES; MOCKUP; OPTICS; PROCESSING; STRUCTURAL MODELS; TOMOGRAPHY