Fully Automatic Geometry Planning for Cardiac MR Imaging and Reproducibility of Functional Cardiac Parameters

被引:15
作者
Frick, Michael [2 ,3 ]
Paetsch, Ingo [1 ]
den Harder, Chiel [4 ]
Kouwenhoven, Marc [4 ]
Heese, Harald [5 ]
Dries, Sebastian [5 ]
Schnackenburg, Bernhard [4 ]
de Kok, Wendy [4 ]
Gebker, Rolf [2 ]
Fleck, Eckart [2 ]
Manka, Robert [6 ]
Jahnke, Cosima [1 ]
机构
[1] Univ Hosp RWTH Aachen, Dept Cardiol, D-52074 Aachen, Germany
[2] German Heart Inst, Dept Internal Med Cardiol, Berlin, Germany
[3] Univ Wurzburg, Dept Internal Med Cardiol, D-97070 Wurzburg, Germany
[4] Philips Healthcare, Best, Netherlands
[5] Philips Res, Hamburg, Germany
[6] Univ & ETH Zurich, Inst Biomed Engn, Zurich, Switzerland
关键词
magnetic resonance imaging; automatic planning; cardiac geometry; interstudy reproducibility; cardiac functional parameters; CARDIOVASCULAR-MAGNETIC-RESONANCE; INTERSTUDY REPRODUCIBILITY; HEART; SOCIETY; CARDIOLOGY; RADIOLOGY; COMMITTEE; IMAGES; MODEL; CMR;
D O I
10.1002/jmri.22626
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Purpose: To establish operator-independent, fully automated planning of standard cardiac geometries and to determine the impact on interstudy reproducibility of cardiac functional parameters. Materials and Methods: Cardiac MR imaging was done in 50 patients referred for left-ventricular function assessment. In all patients, first standard manual planning was performed followed by automatic planning (AUTO1) and repeat automatic planning (AUTO2) after repositioning the patient to investigate interstudy reproducibility. Cardiac functional parameters were assessed and cine scans were visually graded on a 4-point scale from nondiagnostic to excellent. Results: Overall success rate of AUTO was 94% with good to excellent geometry planning in >94% of cine standard views. Comparing manual versus fully automated planning, a high agreement of cardiac functional parameters (Lin's concordance correlation coefficient, 0.91 to 0.99) with minimal percent bias (0.24 to 3.84%) was found. In addition, a high interstudy reproducibility of automatic planning was demonstrated (Lin's concordance correlation coefficient, 0.89 to 0.99; percent bias, 0.38 to 5.04%; precision, 3.46 to 9.09%). Conclusion: Fully automated planning of cardiac geometries could reliably be performed in patients showing a variety of cardiovascular pathologies. Standard cardiac geometries were precisely replicated and functional parameters were highly accurate.
引用
收藏
页码:457 / 467
页数:11
相关论文
共 15 条
[1]   Automated planning of MRI scans of knee joints [J].
Bystrov, Daniel ;
Pekar, Vladimir ;
Young, Stewart ;
Dries, Sebastian P. M. ;
Heese, Harald S. ;
van Muiswinkel, Arianne M. .
MEDICAL IMAGING 2007: VISUALIZATION AND IMAGE-GUIDED PROCEDURES, PTS 1 AND 2, 2007, 6509
[2]   Accuracy of short-axis cardiac MRI automatically derived from scout acquisitions in free-breathing and breath-holding modes [J].
Danilouchkine, MG ;
Westenberg, JJM ;
Reiber, JHC ;
Lelieveldt, BPF .
MAGNETIC RESONANCE MATERIALS IN PHYSICS BIOLOGY AND MEDICINE, 2005, 18 (01) :7-18
[3]   Automatic model-based segmentation of the heart in CT images [J].
Ecabert, Olivier ;
Peters, Jochen ;
Schramm, Hauke ;
Lorenz, Cristian ;
von Berg, Jens ;
Walker, Matthew J. ;
Vembar, Mani ;
Olszewski, Mark E. ;
Subramanyan, Krishna ;
Lavi, Guy ;
Weese, Juergen .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2008, 27 (09) :1189-1201
[4]   Comparison of interstudy reproducibility of cardiovascular magnetic resonance with two-dimensional echocardiography in normal subjects and in patients with heart failure or left ventricular hypertrophy [J].
Grothues, F ;
Smith, GC ;
Moon, JCC ;
Bellenger, NG ;
Collins, P ;
Klein, HU ;
Pennell, DJ .
AMERICAN JOURNAL OF CARDIOLOGY, 2002, 90 (01) :29-34
[5]   Interstudy reproducibility of right ventricular volumes, function, and mass with cardiovascular magnetic resonance [J].
Grothues, F ;
Moon, JC ;
Bellenger, NG ;
Smith, GS ;
Klein, HU ;
Pennell, DJ .
AMERICAN HEART JOURNAL, 2004, 147 (02) :218-223
[6]  
HEESE H, 2009, P INT SOC MAG RESON, V17, P4681
[7]   ACCF/ACR/SCCT/SCMR/ASNC/NASCI/SCAI/SIR 2006 appropriateness criteria for cardiac computed tomography and cardiac magnetic resonance imaging - A report of the American College of Cardiology Foundation Quality Strategic Directions Committee Appropriateness Criteria Working Group, American College of Radiology, Society of Cardiovascular Computed Tomography, Society for Cardiovascular Magnetic Resonance, American Society of Nuclear Cardiology, North American Society for Cardiac Imaging, Society for Cardiovascular Angiography and Interventions, and Society of Interventional Radiology [J].
Hendel, Robert C. ;
Patel, Manesh R. ;
Kramer, Christopher M. ;
Poon, Michael ;
Hendel, Robert C. ;
Brindis, Ralph G. ;
Hendel, Robert C. ;
Douglas, Pamela S. ;
Peterson, Eric D. ;
Wolk, Michael J. ;
Allen, Joseph M. ;
Patel, Manesh R. .
JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2006, 48 (07) :1475-1497
[8]   Society for Cardiovascular Magnetic Resonance guidelines for reporting cardiovascular magnetic resonance examinations [J].
Hundley, W. Gregory ;
Bluemke, David ;
Bogaert, Jan G. ;
Friedrich, Matthias G. ;
Higgins, Charles B. ;
Lawson, Mark A. ;
McConnell, Michael V. ;
Raman, Subha V. ;
van Rossum, Albert C. ;
Flamm, Scott ;
Kramer, Christopher M. ;
Nagel, Eike ;
Neubauer, Stefan .
JOURNAL OF CARDIOVASCULAR MAGNETIC RESONANCE, 2009, 11
[9]   Standardized cardiovascular magnetic resonance imaging (CMR) protocols, society for cardiovascular magnetic resonance: board of trustees task force on standardized protocols [J].
Kramer, Christopher M. ;
Barkhausen, Jorg ;
Flamm, Scott D. ;
Kim, Raymond J. ;
Nagel, Eike .
JOURNAL OF CARDIOVASCULAR MAGNETIC RESONANCE, 2008, 10 (1)
[10]   Automated observer-independent acquisition of cardiac short-axis MR images: A pilot study [J].
Lelieveldt, BPF ;
van der Geest, RJ ;
Lamb, HJ ;
Kayser, HWM ;
Reiber, JHC .
RADIOLOGY, 2001, 221 (02) :537-542