ultra-fast image reconstruction of tomosynthesis mammography using gpu
نویسندگان
چکیده
normal 0 false false false en-us x-none ar-sa digital breast tomosynthesis (dbt) is a technology that creates three dimensional (3d) images of breast tissue. tomosynthesis mammography detects lesions that are not detectable with other imaging systems. if image reconstruction time is in the order of seconds, we can use tomosynthesis systems to perform tomosynthesis-guided interventional procedures. this research has been designed to study ultra-fast image reconstruction technique for tomosynthesis mammography systems using graphics processing unit (gpu). at first, projections of tomosynthesis mammography have been simulated. in order to produce tomosynthesis projections, it has been designed a 3d breast phantom from empirical data. it is based on mri data in its natural form. then, projections have been created from 3d breast phantom. the image reconstruction algorithm based on fbp was programmed with c++ language in two methods using central processing unit (cpu) card and the graphics processing unit (gpu). it calculated the time of image reconstruction in two kinds of programming (using cpu and gpu).
منابع مشابه
Ultra-Fast Image Reconstruction of Tomosynthesis Mammography Using GPU
Digital Breast Tomosynthesis (DBT) is a technology that creates three dimensional (3D) images of breast tissue. Tomosynthesis mammography detects lesions that are not detectable with other imaging systems. If image reconstruction time is in the order of seconds, we can use Tomosynthesis systems to perform Tomosynthesis-guided Interventional procedures. This research has been designed to study u...
متن کاملUltra-Fast Image Reconstruction of Tomosynthesis Mammography Using GPU
Digital Breast Tomosynthesis (DBT) is a technology that creates three dimensional (3D) images of breast tissue. Tomosynthesis mammography detects lesions that are not detectable with other imaging systems. If image reconstruction time is in the order of seconds, we can use Tomosynthesis systems to perform Tomosynthesis-guided Interventional procedures. This research has been designed to study u...
متن کاملUltra-fast digital tomosynthesis reconstruction using general-purpose GPU programming for image-guided radiation therapy.
The purpose of this work is to demonstrate an ultra-fast reconstruction technique for digital tomosynthesis (DTS) imaging based on the algorithm proposed by Feldkamp, Davis, and Kress (FDK) using standard general-purpose graphics processing unit (GPGPU) programming interface. To this end, the FDK-based DTS algorithm was programmed "in-house" with C language with utilization of 1) GPU and 2) cen...
متن کاملFast cone-beam CT image reconstruction using GPU hardware
Three dimension Computed Tomography (CT) reconstruction is computationally demanding. To accelerate the speed of reconstruction, Application Specific Integrated Circuit (ASIC) or Field Programmable Gate Array (FPGA) has been used, but they are expensive, inflexible and not easy to upgrade. The modern Graphics Processing Unit (GPU) with its programmable features improves this situation and becom...
متن کاملIterative Breast Tomosynthesis Image Reconstruction
In digital tomosynthesis imaging, multiple projections of an object are obtained along a small range of di↵erent incident angles in order to reconstruct a pseudo-3D representation of the object. In this paper we discuss a mathematical model for polyenergetic digital breast to-mosynthesis image reconstruction that explicitly takes into account various materials composing the object and the polye...
متن کاملImpulse response analysis for several digital tomosynthesis mammography reconstruction algorithms
ABSTRACT Digital tomosynthesis mammography algorithms allow reconstructions of arbitrary planes in the breast from limitedangle series of projection images as the x-ray source moves along an arc above the breast. Though several tomosynthesis algorithms have been proposed, no complete comparison of the methods has previously been conducted. This paper presents an analysis of impulse response for...
متن کاملمنابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
journal of biomedical physics and engineeringجلد ۵، شماره ۲ Jun، صفحات ۰-۰
میزبانی شده توسط پلتفرم ابری doprax.com
copyright © 2015-2023