title: 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.
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.
authors.affiliation: Toshiba Stroke and Vascular Research Center, University at Buffalo.
authors.forename: S V Setlur
authors.initials: SV
authors.lastname: Nagesh
authors.affiliation: Toshiba Stroke and Vascular Research Center, University at Buffalo.
authors.forename: P
authors.initials: P
authors.lastname: Khobragade
authors.affiliation: Toshiba Stroke and Vascular Research Center, University at Buffalo.
authors.forename: C
authors.initials: C
authors.lastname: Ionita
authors.affiliation: Toshiba Stroke and Vascular Research Center, University at Buffalo.
authors.forename: D R
authors.initials: DR
authors.lastname: Bednarek
authors.affiliation: Toshiba Stroke and Vascular Research Center, University at Buffalo.
authors.forename: S
authors.initials: S
authors.lastname: Rudin