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Ismail TF, Strugnell W, Coletti C, Božić-Iven M, Weingärtner S, Hammernik K, Correia T, Küstner T. Cardiac MR: From Theory to Practice. Front Cardiovasc Med 2022; 9:826283. [PMID: 35310962 PMCID: PMC8927633 DOI: 10.3389/fcvm.2022.826283] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Accepted: 01/17/2022] [Indexed: 01/10/2023] Open
Abstract
Cardiovascular disease (CVD) is the leading single cause of morbidity and mortality, causing over 17. 9 million deaths worldwide per year with associated costs of over $800 billion. Improving prevention, diagnosis, and treatment of CVD is therefore a global priority. Cardiovascular magnetic resonance (CMR) has emerged as a clinically important technique for the assessment of cardiovascular anatomy, function, perfusion, and viability. However, diversity and complexity of imaging, reconstruction and analysis methods pose some limitations to the widespread use of CMR. Especially in view of recent developments in the field of machine learning that provide novel solutions to address existing problems, it is necessary to bridge the gap between the clinical and scientific communities. This review covers five essential aspects of CMR to provide a comprehensive overview ranging from CVDs to CMR pulse sequence design, acquisition protocols, motion handling, image reconstruction and quantitative analysis of the obtained data. (1) The basic MR physics of CMR is introduced. Basic pulse sequence building blocks that are commonly used in CMR imaging are presented. Sequences containing these building blocks are formed for parametric mapping and functional imaging techniques. Commonly perceived artifacts and potential countermeasures are discussed for these methods. (2) CMR methods for identifying CVDs are illustrated. Basic anatomy and functional processes are described to understand the cardiac pathologies and how they can be captured by CMR imaging. (3) The planning and conduct of a complete CMR exam which is targeted for the respective pathology is shown. Building blocks are illustrated to create an efficient and patient-centered workflow. Further strategies to cope with challenging patients are discussed. (4) Imaging acceleration and reconstruction techniques are presented that enable acquisition of spatial, temporal, and parametric dynamics of the cardiac cycle. The handling of respiratory and cardiac motion strategies as well as their integration into the reconstruction processes is showcased. (5) Recent advances on deep learning-based reconstructions for this purpose are summarized. Furthermore, an overview of novel deep learning image segmentation and analysis methods is provided with a focus on automatic, fast and reliable extraction of biomarkers and parameters of clinical relevance.
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Affiliation(s)
- Tevfik F. Ismail
- School of Biomedical Engineering and Imaging Sciences, King's College London, London, United Kingdom
- Cardiology Department, Guy's and St Thomas' Hospital, London, United Kingdom
| | - Wendy Strugnell
- Queensland X-Ray, Mater Hospital Brisbane, Brisbane, QLD, Australia
| | - Chiara Coletti
- Magnetic Resonance Systems Lab, Delft University of Technology, Delft, Netherlands
| | - Maša Božić-Iven
- Magnetic Resonance Systems Lab, Delft University of Technology, Delft, Netherlands
- Computer Assisted Clinical Medicine, Heidelberg University, Mannheim, Germany
| | | | - Kerstin Hammernik
- Lab for AI in Medicine, Technical University of Munich, Munich, Germany
- Department of Computing, Imperial College London, London, United Kingdom
| | - Teresa Correia
- School of Biomedical Engineering and Imaging Sciences, King's College London, London, United Kingdom
- Centre of Marine Sciences, Faro, Portugal
| | - Thomas Küstner
- Medical Image and Data Analysis (MIDAS.lab), Department of Diagnostic and Interventional Radiology, University Hospital of Tübingen, Tübingen, Germany
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Di Cesare E, Splendiani A, Barile A, Squillaci E, Di Cesare A, Brunese L, Masciocchi C. CT and MR imaging of the thoracic aorta. Open Med (Wars) 2016; 11:143-151. [PMID: 28352783 PMCID: PMC5329815 DOI: 10.1515/med-2016-0028] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2016] [Accepted: 03/07/2016] [Indexed: 12/25/2022] Open
Abstract
At present time, both CT and MRI are valuable techniques in the study of the thoracic aorta. Nowadays, CT represents the most widely employed technique for the study of the thoracic aorta. The new generation CTs show sensitivities up to 100% and specificities of 98-99%. Sixteen and wider row detectors provide isotropic pixels, mandatory for the ineludible longitudinal reconstruction. The main limits are related to the X-ray dose expoure and the use of iodinated contrast media. MRI has great potential in the study of the thoracic aorta. Nevertheless, if compared to CT, acquisition times remain longer and movement artifact susceptibility higher. The main MRI disadvantages are claustrophobia, presence of ferromagnetic implants, pacemakers, longer acquisition times with respect to CT, inability to use contrast media in cases of renal insufficiency, lower spatial resolution and less availability than CT. CT is preferred in the acute aortic disease. Nevertheless, since it requires iodinated contrast media and X-ray exposure, it may be adequately replaced by MRI in the follow up of aortic diseases. The main limitation of MRI, however, is related to the scarce visibility of stents and calcifications.
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Affiliation(s)
- Ernesto Di Cesare
- Dipartimento di Scienze Cliniche Applicate e biotecnologiche, Università degli studi di L'Aquila, Via Vetoio 1, 67100 L'Aquila, Italy , Tel 00390862368306, Fax 00390862368797
| | - Alessandra Splendiani
- Dipartimento di Scienze Cliniche Applicate e biotecno-logiche Università degli studi di L'Aquila, Italy
| | - Antonio Barile
- Dipartimento di Scienze Cliniche Applicate e biotecno-logiche Università degli studi di L'Aquila, Italy
| | - Ettore Squillaci
- Dipartimento di Diagnostica per Immagini Universi-tà Tor Vergata Roma, Italy
| | - Annamaria Di Cesare
- Dipartimento di Scienze Cliniche Applicate e biotecno-logiche Università degli studi di L'Aquila, Italy
| | - Luca Brunese
- Dipartimento di medicina e Scienza della salute, Universita del Molise, Campobasso, Italy
| | - Carlo Masciocchi
- Dipartimento di Scienze Cliniche Applicate e biotecno-logiche Università degli studi di L'Aquila, Italy
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Hanneman K, Chan FP, Mitchell RS, Miller DC, Fleischmann D. Pre- and Postoperative Imaging of the Aortic Root. Radiographics 2016; 36:19-37. [PMID: 26761529 PMCID: PMC4734055 DOI: 10.1148/rg.2016150053] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2015] [Revised: 04/29/2015] [Accepted: 07/31/2015] [Indexed: 01/02/2023]
Abstract
Three-dimensional datasets acquired using computed tomography and magnetic resonance imaging are ideally suited for characterization of the aortic root. These modalities offer different advantages and limitations, which must be weighed according to the clinical context. This article provides an overview of current aortic root imaging, highlighting normal anatomy, pathologic conditions, imaging techniques, measurement thresholds, relevant surgical procedures, postoperative complications and potential imaging pitfalls. Patients with a range of clinical conditions are predisposed to aortic root disease, including Marfan syndrome, bicuspid aortic valve, vascular Ehlers-Danlos syndrome, and Loeys-Dietz syndrome. Various surgical techniques may be used to repair the aortic root, including placement of a composite valve graft, such as the Bentall and Cabrol procedures; placement of an aortic root graft with preservation of the native valve, such as the Yacoub and David techniques; and implantation of a biologic graft, such as a homograft, autograft, or xenograft. Potential imaging pitfalls in the postoperative period include mimickers of pathologic processes such as felt pledgets, graft folds, and nonabsorbable hemostatic agents. Postoperative complications that may be encountered include pseudoaneurysms, infection, and dehiscence. Radiologists should be familiar with normal aortic root anatomy, surgical procedures, and postoperative complications, to accurately interpret pre- and postoperative imaging performed for evaluation of the aortic root. Online supplemental material is available for this article.
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Affiliation(s)
- Kate Hanneman
- From the Joint Department of Medical Imaging, Peter Munk Cardiac Center, Toronto General Hospital, Munk Building, 1 PMB-298, 585 University Ave, Toronto, ON M5G 2N2 (K.H.) and the Departments of Radiology (K.H., F.P.C., D.F.) and Cardiothoracic Surgery (R.S.M., D.C.M.), Stanford University School of Medicine, Stanford, Calif
| | - Frandics P. Chan
- From the Joint Department of Medical Imaging, Peter Munk Cardiac Center, Toronto General Hospital, Munk Building, 1 PMB-298, 585 University Ave, Toronto, ON M5G 2N2 (K.H.) and the Departments of Radiology (K.H., F.P.C., D.F.) and Cardiothoracic Surgery (R.S.M., D.C.M.), Stanford University School of Medicine, Stanford, Calif
| | - R. Scott Mitchell
- From the Joint Department of Medical Imaging, Peter Munk Cardiac Center, Toronto General Hospital, Munk Building, 1 PMB-298, 585 University Ave, Toronto, ON M5G 2N2 (K.H.) and the Departments of Radiology (K.H., F.P.C., D.F.) and Cardiothoracic Surgery (R.S.M., D.C.M.), Stanford University School of Medicine, Stanford, Calif
| | - D. Craig Miller
- From the Joint Department of Medical Imaging, Peter Munk Cardiac Center, Toronto General Hospital, Munk Building, 1 PMB-298, 585 University Ave, Toronto, ON M5G 2N2 (K.H.) and the Departments of Radiology (K.H., F.P.C., D.F.) and Cardiothoracic Surgery (R.S.M., D.C.M.), Stanford University School of Medicine, Stanford, Calif
| | - Dominik Fleischmann
- From the Joint Department of Medical Imaging, Peter Munk Cardiac Center, Toronto General Hospital, Munk Building, 1 PMB-298, 585 University Ave, Toronto, ON M5G 2N2 (K.H.) and the Departments of Radiology (K.H., F.P.C., D.F.) and Cardiothoracic Surgery (R.S.M., D.C.M.), Stanford University School of Medicine, Stanford, Calif
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Multimodality Noninvasive Imaging of Thoracic Aortic Aneurysms: Time to Standardize? Can J Cardiol 2016; 32:48-59. [DOI: 10.1016/j.cjca.2015.09.025] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2015] [Revised: 09/10/2015] [Accepted: 09/11/2015] [Indexed: 01/16/2023] Open
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Yun D, Jung JI, Oh YS, Youn HJ. Hemodynamic change in pulmonary vein stenosis after radiofrequency ablation: assessment with magnetic resonance angiography. Korean J Radiol 2012; 13:816-9. [PMID: 23118583 PMCID: PMC3484305 DOI: 10.3348/kjr.2012.13.6.816] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2011] [Accepted: 12/19/2011] [Indexed: 11/15/2022] Open
Abstract
We present a case of pulmonary vein (PV) stenosis after radio-frequency (RF) ablation, in which a hemodynamic change in the pulmonary artery was similar to that of congenital PV atresia on time-resolved contrast-enhanced magnetic resonance angiography (TR-MRA). A 48-year-old man underwent RF ablation due to atrial fibrillation. The patient subsequently complained of hemoptysis, dyspnea on exertion, and right chest pain. Right PV stenosis after catheter ablation was diagnosed through chest computed tomography and lung perfusion scan. Pulmonary TR-MRA revealed the pulmonary artery via systemic arterial collaterals and draining systemic collateral veins. On a velocity-encoded cine image, the flow direction of the right pulmonary artery was reversed in the diastolic phase and the left pulmonary artery demonstrated continuous forward flow throughout the cardiac cycle. These hemodynamic changes were similar to those seen in congenital unilateral PV atresia.
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Affiliation(s)
- Doyoung Yun
- Department of Radiology, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul 137-701, Korea
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Holloway BJ, Rosewarne D, Jones RG. Imaging of thoracic aortic disease. Br J Radiol 2012; 84 Spec No 3:S338-54. [PMID: 22723539 DOI: 10.1259/bjr/30655825] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023] Open
Abstract
Aortic pathology can be more complex to understand on imaging than is initially appreciated. There are a number of imaging modalities that provide excellent assessment of aortic pathology and enable the accurate monitoring of disease. This review discusses the imaging of the most common disease processes that affect the aorta in adults, with the primary focus being on CT and MRI.
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Affiliation(s)
- B J Holloway
- University Hospital Birmingham NHS Foundation Trust, Edgbaston, Birmingham, UK.
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Yan L, Wang S, Zhuo Y, Wolf RL, Stiefel MF, An J, Ye Y, Zhang Q, Melhem ER, Wang DJJ. Unenhanced dynamic MR angiography: high spatial and temporal resolution by using true FISP-based spin tagging with alternating radiofrequency. Radiology 2010; 256:270-9. [PMID: 20574100 DOI: 10.1148/radiol.10091543] [Citation(s) in RCA: 61] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
PURPOSE To present an unenhanced four-dimensional time-resolved dynamic magnetic resonance (MR) angiography technique with true fast imaging with steady-state precession-based spin tagging with alternating radiofrequency (STAR), also called TrueSTAR. MATERIALS AND METHODS This study received Institutional Review Board approval and was HIPAA compliant. Informed consent was obtained from all study subjects. In eight healthy volunteers, the spatial and temporal resolution of the TrueSTAR technique were optimized. In another six healthy volunteers, the contrast-to-noise ratio (CNR) and signal-to-noise ratio (SNR) of the TrueSTAR dynamic MR angiography images were compared with those acquired by using a standard Look-Locker echo-planar technique by using the Wilcoxon signed rank test. Finally, one patient with an arteriovenous malformation (AVM) was studied by using this technique. RESULTS The SNR and CNR of the TrueSTAR dynamic MR angiography images were 29% and 39% higher, respectively, compared with those acquired by using a standard Look-Locker echo-planar imaging sequence (both P = .028). In the AVM patient, TrueSTAR dynamic MR angiography delineated the dynamic course of labeled blood flowing through feeding arteries into the nidus and draining veins. CONCLUSION The results suggest that TrueSTAR is a promising unenhanced dynamic MR angiography technique for clinical evaluation of cerebrovascular disorders such as AVM, steno-occlusive disease, and aneurysm.
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Affiliation(s)
- Lirong Yan
- State Key Laboratory of Brain and Cognitive Science, Institute of Biophysics, Chinese Academy of Sciences, Beijing, China
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