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Title: SU-E-I-38: Improved Metal Artifact Correction Using Adaptive Dual Energy Calibration

Abstract

Purpose: The empirical dual energy calibration (EDEC) method corrects for beam-hardening artifacts, but shows limited performance on metal artifact correction. In this work, we propose an adaptive dual energy calibration (ADEC) method to correct for metal artifacts. Methods: The empirical dual energy calibration (EDEC) method corrects for beam-hardening artifacts, but shows limited performance on metal artifact correction. In this work, we propose an adaptive dual energy calibration (ADEC) method to correct for metal artifacts. Results: Highly attenuating copper rods cause severe streaking artifacts on standard CT images. EDEC improves the image quality, but cannot eliminate the streaking artifacts. Compared to EDEC, the proposed ADEC method further reduces the streaking resulting from metallic inserts and beam-hardening effects and obtains material decomposition images with significantly improved accuracy. Conclusion: We propose an adaptive dual energy calibration method to correct for metal artifacts. ADEC is evaluated with the Shepp-Logan phantom, and shows superior metal artifact correction performance. In the future, we will further evaluate the performance of the proposed method with phantom and patient data.

Authors:
; ; ;  [1]
  1. Winship Cancer Institute of Emory University (United States)
Publication Date:
OSTI Identifier:
22493995
Resource Type:
Journal Article
Resource Relation:
Journal Name: Medical Physics; Journal Volume: 42; Journal Issue: 6; Other Information: (c) 2015 American Association of Physicists in Medicine; Country of input: International Atomic Energy Agency (IAEA)
Country of Publication:
United States
Language:
English
Subject:
60 APPLIED LIFE SCIENCES; ACCURACY; CALIBRATION; COMPUTERIZED TOMOGRAPHY; COPPER; CORRECTIONS; HARDENING; IMAGES; PATIENTS; PERFORMANCE; PHANTOMS

Citation Formats

Dong, X, Elder, E, Roper, J, and Dhabaan, A. SU-E-I-38: Improved Metal Artifact Correction Using Adaptive Dual Energy Calibration. United States: N. p., 2015. Web. doi:10.1118/1.4924035.
Dong, X, Elder, E, Roper, J, & Dhabaan, A. SU-E-I-38: Improved Metal Artifact Correction Using Adaptive Dual Energy Calibration. United States. doi:10.1118/1.4924035.
Dong, X, Elder, E, Roper, J, and Dhabaan, A. Mon . "SU-E-I-38: Improved Metal Artifact Correction Using Adaptive Dual Energy Calibration". United States. doi:10.1118/1.4924035.
@article{osti_22493995,
title = {SU-E-I-38: Improved Metal Artifact Correction Using Adaptive Dual Energy Calibration},
author = {Dong, X and Elder, E and Roper, J and Dhabaan, A},
abstractNote = {Purpose: The empirical dual energy calibration (EDEC) method corrects for beam-hardening artifacts, but shows limited performance on metal artifact correction. In this work, we propose an adaptive dual energy calibration (ADEC) method to correct for metal artifacts. Methods: The empirical dual energy calibration (EDEC) method corrects for beam-hardening artifacts, but shows limited performance on metal artifact correction. In this work, we propose an adaptive dual energy calibration (ADEC) method to correct for metal artifacts. Results: Highly attenuating copper rods cause severe streaking artifacts on standard CT images. EDEC improves the image quality, but cannot eliminate the streaking artifacts. Compared to EDEC, the proposed ADEC method further reduces the streaking resulting from metallic inserts and beam-hardening effects and obtains material decomposition images with significantly improved accuracy. Conclusion: We propose an adaptive dual energy calibration method to correct for metal artifacts. ADEC is evaluated with the Shepp-Logan phantom, and shows superior metal artifact correction performance. In the future, we will further evaluate the performance of the proposed method with phantom and patient data.},
doi = {10.1118/1.4924035},
journal = {Medical Physics},
number = 6,
volume = 42,
place = {United States},
year = {Mon Jun 15 00:00:00 EDT 2015},
month = {Mon Jun 15 00:00:00 EDT 2015}
}