Literature DB >> 26900203

A Combination of Spatial and Recursive Temporal Filtering for Noise Reduction when Using Region of Interest (ROI) Fluoroscopy for Patient Dose Reduction in Image Guided Vascular Interventions with Significant Anatomical Motion.

S V Setlur Nagesh1, P Khobragade1, C Ionita1, D R Bednarek1, S Rudin1.   

Abstract

Because x-ray based image-guided vascular interventions are minimally invasive they are currently the most preferred method of treating disorders such as stroke, arterial stenosis, and aneurysms; however, the x-ray exposure to the patient during long image-guided interventional procedures could cause harmful effects such as cancer in the long run and even tissue damage in the short term. ROI fluoroscopy reduces patient dose by differentially attenuating the incident x-rays outside the region-of-interest. To reduce the noise in the dose-reduced regions previously recursive temporal filtering was successfully demonstrated for neurovascular interventions. However, in cardiac interventions, anatomical motion is significant and excessive recursive filtering could cause blur. In this work the effects of three noise-reduction schemes, including recursive temporal filtering, spatial mean filtering, and a combination of spatial and recursive temporal filtering, were investigated in a simulated ROI dose-reduced cardiac intervention. First a model to simulate the aortic arch and its movement was built. A coronary stent was used to simulate a bio-prosthetic valve used in TAVR procedures and was deployed under dose-reduced ROI fluoroscopy during the simulated heart motion. The images were then retrospectively processed for noise reduction in the periphery, using recursive temporal filtering, spatial filtering and a combination of both. Quantitative metrics for all three noise reduction schemes are calculated and are presented as results. From these it can be concluded that with significant anatomical motion, a combination of spatial and recursive temporal filtering scheme is best suited for reducing the excess quantum noise in the periphery. This new noise-reduction technique in combination with ROI fluoroscopy has the potential for substantial patient-dose savings in cardiac interventions.

Entities:  

Year:  2015        PMID: 26900203      PMCID: PMC4758522          DOI: 10.1117/12.2081465

Source DB:  PubMed          Journal:  Proc SPIE Int Soc Opt Eng        ISSN: 0277-786X


  10 in total

1.  Real-time equalization of region-of-interest fluoroscopic images using binary masks.

Authors:  S Rudin; D R Bednarek; C Y Yang
Journal:  Med Phys       Date:  1999-07       Impact factor: 4.071

2.  Region of interest fluoroscopy.

Authors:  S Rudin; D R Bednarek
Journal:  Med Phys       Date:  1992 Sep-Oct       Impact factor: 4.071

3.  Graphics Processing Unit (GPU) implementation of image processing algorithms to improve system performance of the Control, Acquisition, Processing, and Image Display System (CAPIDS) of the Micro-Angiographic Fluoroscope (MAF).

Authors:  S N Swetadri Vasan; Ciprian N Ionita; A H Titus; A N Cartwright; D R Bednarek; S Rudin
Journal:  Proc SPIE Int Soc Opt Eng       Date:  2012-02-23

4.  Dose Reduction Technique Using a Combination of a Region of Interest (ROI) Material X-Ray Attenuator and Spatially Different Temporal Filtering for Fluoroscopic Interventions.

Authors:  S N Swetadri Vasan; A Panse; A Jain; P Sharma; Ciprian N Ionita; A H Titus; A N Cartwright; D R Bednarek; S Rudin
Journal:  Proc SPIE Int Soc Opt Eng       Date:  2012-02-23

5.  Clinical application of region-of-interest techniques to radiologic imaging.

Authors:  S Rudin; D R Bednarek; M Kezerashvili; W E Granger; J E Serghany; L R Guterman; L N Hopkins; B Szymanski; R J Loftus
Journal:  Radiographics       Date:  1996-07       Impact factor: 5.333

6.  Method for image equalization of ROI fluoroscopic images using mask localization, selection and subtraction.

Authors:  L M Fletcher; S Rudin; D R Bednarek
Journal:  Comput Med Imaging Graph       Date:  1996 Mar-Apr       Impact factor: 4.790

7.  Filter material selection for region of interest radiologic imaging.

Authors:  P Massoumzadeh; S Rudin; D R Bednarek
Journal:  Med Phys       Date:  1998-02       Impact factor: 4.071

8.  Spatially different, real-time temporal filtering and dose reduction for dynamic image guidance during neurovascular interventions.

Authors:  S N Swetadri Vasan; P Sharma; C N Ionita; A H Titus; A N Cartwright; D R Bednarek; S Rudin
Journal:  Conf Proc IEEE Eng Med Biol Soc       Date:  2011

9.  Dose Reduction in Fluoroscopic Interventions Using a Combination of a Region of Interest (ROI) X-Ray Attenuator and Spatially-Different, Temporally-Variable Temporal Filtering.

Authors:  S N Swetadri Vasan; Liza Pope; Ciprian N Ionita; A H Titus; D R Bednarek; S Rudin
Journal:  Proc SPIE Int Soc Opt Eng       Date:  2013-03-06

10.  Endovascular image-guided interventions (EIGIs).

Authors:  Stephen Rudin; Daniel R Bednarek; Kenneth R Hoffmann
Journal:  Med Phys       Date:  2008-01       Impact factor: 4.071

  10 in total

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