Quantum iterative reconstruction on a photon-counting detector CT improves the quality of hepatocellular carcinoma imaging

被引:10
作者
Graafen, Dirk [1 ]
Stoehr, Fabian [1 ]
Halfmann, Moritz C. C. [1 ,2 ]
Emrich, Tilman [1 ,2 ,3 ]
Foerster, Friedrich [4 ]
Yang, Yang [1 ]
Dueber, Christoph [1 ]
Mueller, Lukas [1 ]
Kloeckner, Roman [1 ,5 ]
机构
[1] Johannes Gutenberg Univ Mainz, Univ Med Ctr, Diagnost & Intervent Radiol, Mainz, Germany
[2] Partner Site Rhine Main, German Ctr Cardiovasc Res DZHK, Mainz, Germany
[3] Med Univ South Carolina, Dept Radiol & Radiol Sci, Div Cardiovasc Imaging, Charleston, SC USA
[4] Johannes Gutenberg Univ Mainz, Dept Med 1, Univ Med Ctr, Mainz, Germany
[5] Univ Hosp Schleswig Holstein, Inst Intervent Radiol, Campus Lubeck, Lubeck, Germany
关键词
Photon-counting detector CT; Hepatocellular carcinoma; Quantum iterative reconstruction; COMPUTED-TOMOGRAPHY; DIAGNOSIS; ALGORITHM; PHANTOM; SYSTEM; MDCT;
D O I
10.1186/s40644-023-00592-5
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
BackgroundExcellent image quality is crucial for workup of hepatocellular carcinoma (HCC) in patients with liver cirrhosis because a signature tumor signal allows for non-invasive diagnosis without histologic proof. Photon-counting detector computed tomography (PCD-CT) can enhance abdominal image quality, especially in combination with a novel iterative reconstruction algorithm, quantum iterative reconstruction (QIR).The purpose of this study was to analyze the impact of different QIR levels on PCD-CT imaging of HCC in both phantom and patient scans.MethodsVirtual monoenergetic images at 50 keV were reconstructed using filtered back projection and all available QIR levels (QIR 1-4). Objective image quality properties were investigated in phantom experiments. The study also included 44 patients with triple-phase liver PCD-CT scans of viable HCC lesions. Quantitative image analysis involved assessing the noise, contrast, and contrast-to-noise ratio of the lesions. Qualitative image analysis was performed by three raters evaluating noise, artifacts, lesion conspicuity, and overall image quality using a 5-point Likert scale.ResultsNoise power spectra in the phantom experiments showed increasing noise suppression with higher QIR levels without affecting the modulation transfer function. This pattern was confirmed in the in vivo scans, in which the lowest noise levels were found in QIR-4 reconstructions, with around a 50% reduction in median noise level compared with the filtered back projection images. As contrast does not change with QIR, QIR-4 also yielded the highest contrast-to-noise ratios. With increasing QIR levels, rater scores were significantly better for all qualitative image criteria (all p < .05).ConclusionsWithout compromising image sharpness, the best image quality of iodine contrast optimized low-keV virtual monoenergetic images can be achieved using the highest QIR level to suppress noise. Using these settings as standard reconstruction for HCC in PCD-CT imaging might improve diagnostic accuracy and confidence.
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页数:10
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共 38 条
[1]   The Burden of Primary Liver Cancer and Underlying Etiologies From 1990 to 2015 at the Global, Regional, and National Level Results From the Global Burden of Disease Study 2015 [J].
Akinyemiju, Tomi ;
Abera, Semaw ;
Ahmed, Muktar ;
Alam, Noore ;
Alemayohu, Mulubirhan Assefa ;
Allen, Christine ;
Al-Raddadi, Rajaa ;
Alvis-Guzman, Nelson ;
Amoako, Yaw ;
Artaman, Al ;
Ayele, Tadesse Awoke ;
Barac, Aleksandra ;
Bensenor, Isabela ;
Berhane, Adugnaw ;
Bhutta, Zulfiqar ;
Castillo-Rivas, Jacqueline ;
Chitheer, Abdulaal ;
Choi, Jee-Young ;
Cowie, Benjamin ;
Dandona, Lalit ;
Dandona, Rakhi ;
Dey, Subhojit ;
Dicker, Daniel ;
Phuc, Huyen ;
Ekwueme, Donatus U. ;
Zaki, Maysaa El Sayed ;
Fischer, Florian ;
Furst, Thomas ;
Hancock, Jamie ;
Hay, Simon I. ;
Hotez, Peter ;
Jee, Sun Ha ;
Kasaeian, Amir ;
Khader, Yousef ;
Khang, Young-Ho ;
Kumar, G. Anil ;
Kutz, Michael ;
Larson, Heidi ;
Lopez, Alan ;
Lunevicius, Raimundas ;
Malekzadeh, Reza ;
McAlinden, Colm ;
Meier, Toni ;
Mendoza, Walter ;
Mokdad, Ali ;
Moradi-Lakeh, Maziar ;
Nagel, Gabriele ;
Nguyen, Quyen ;
Nguyen, Grant ;
Ogbo, Felix .
JAMA ONCOLOGY, 2017, 3 (12) :1683-1691
[2]   Automated MTF measurement in CT images with a simple wire phantom [J].
Anam, Choirul ;
Fujibuchi, Toshioh ;
Haryanto, Freddy ;
Budi, Wahyu Setia ;
Sutanto, Heri ;
Adi, Kusworo ;
Muhlisin, Zaenul ;
Dougherty, Geoff .
POLISH JOURNAL OF MEDICAL PHYSICS AND ENGINEERING, 2019, 25 (03) :179-187
[3]   Optimal Conspicuity of Liver Metastases in Virtual Monochromatic Imaging Reconstructions on a Novel Photon-Counting Detector CT Effect of keV Settings and BMI [J].
Bette, Stefanie ;
Decker, Josua A. ;
Braun, Franziska M. ;
Becker, Judith ;
Haerting, Mark ;
Haeckel, Thomas ;
Gebhard, Michael ;
Risch, Franka ;
Woznicki, Piotr ;
Scheurig-Muenkler, Christian ;
Kroencke, Thomas J. ;
Schwarz, Florian .
DIAGNOSTICS, 2022, 12 (05)
[4]   Low-dose CT of the abdomen: Initial experience on a novel photon-counting detector CT and comparison with energy-integrating detector CT [J].
Decker, Josua A. ;
Bette, Stefanie ;
Lubina, Nora ;
Rippel, Katharina ;
Braun, Franziska ;
Risch, Franka ;
Wollny, Claudia ;
Scheurig-Muenkler, Christian ;
Kroencke, Thomas J. ;
Schwarz, Florian .
EUROPEAN JOURNAL OF RADIOLOGY, 2022, 148
[5]  
Elmohr Mohab, 2021, Clin Liver Dis (Hoboken), V17, P108, DOI 10.1002/cld.991
[6]   Reduced Iodinated Contrast Media Administration in Coronary CT Angiography on a Clinical Photon-Counting Detector CT System A Phantom Study Using a Dynamic Circulation Model [J].
Emrich, Tilman ;
O'Doherty, Jim ;
Schoepf, U. Joseph ;
Suranyi, Pal ;
Aquino, Gilberto ;
Kloeckner, Roman ;
Halfmann, Moritz C. ;
Allmendinger, Thomas ;
Schmidt, Bernhard ;
Flohr, Thomas ;
Varga-Szemes, Akos .
INVESTIGATIVE RADIOLOGY, 2023, 58 (02) :148-155
[7]   EASL Clinical Practice Guidelines: Management of hepatocellular carcinoma (vol 69, pg 182, 2018) [J].
Galle, Peter R. ;
Forner, Alejandro ;
Llovet, Josep M. ;
Mazzaferro, Vincenzo ;
Piscaglia, Fabio ;
Raoul, Jean-Luc ;
Schirmacher, Peter ;
Vilgrain, Valerie .
JOURNAL OF HEPATOLOGY, 2019, 70 (04) :817-817
[8]   Photon-counting CT review [J].
Flohr, Thomas ;
Petersilka, Martin ;
Henning, Andre ;
Ulzheimer, Stefan ;
Ferda, Jiri ;
Schmidt, Bernhard .
PHYSICA MEDICA-EUROPEAN JOURNAL OF MEDICAL PHYSICS, 2020, 79 :126-136
[9]   A simple approach to measure computed tomography (CT) modulation transfer function (MTF) and noise-power spectrum (NPS) using the American College of Radiology (ACR) accreditation phantom [J].
Friedman, Saul N. ;
Fung, George S. K. ;
Siewerdsen, Jeffrey H. ;
Tsui, Benjamin M. W. .
MEDICAL PHYSICS, 2013, 40 (05)
[10]   Photon-counting detector CT improves quality of arterial phase abdominal scans: A head-to-head comparison with energy-integrating CT [J].
Graafen, D. ;
Muller, L. ;
Halfmann, M. ;
Duber, C. ;
Hahn, F. ;
Yang, Y. ;
Emrich, T. ;
Kloeckner, R. .
EUROPEAN JOURNAL OF RADIOLOGY, 2022, 156