Future image acquisition trends for PET/MRI.

Hybrid PET/MRI scanners have become commercially available in the past years but are not yet widely distributed. The combination of a state-of-the-art PET with a state-of-the-art MRI scanner provides numerous potential advantages compared with the established PET/CT hybrid systems, namely, increased soft tissue contrast; functional information from MRI such as diffusion, perfusion, and blood oxygenation level-dependent techniques; true multiplanar data acquisition; and reduced radiation exposure. On the contrary, current PET/MRI technology is hampered by several shortcomings compared with PET/CT, the most important issues being how to use MR data for PET attenuation correction and the low sensitivity of MRI for small-scale pulmonary pathologies compared with high-resolution CT. Moreover, the optimal choice for hybrid PET/MRI acquisition protocols needs to be defined providing the highest possible degree of sensitivity and specificity within the constraints of the available measurement time. A multitude of new acquisition strategies of PET and MRI not only offer to overcome current obstacles of hybrid PET/MRI but also provide deeper insights into the pathophysiology of oncological, inflammatory, or degenerative diseases from the combination of molecular and functional imaging techniques.

[1]  John M Pauly,et al.  SEMAC: Slice encoding for metal artifact correction in MRI , 2009, Magnetic resonance in medicine.

[2]  V. Ferrari,et al.  Serial MRI characterization of the functional and morphological changes in mouse lung in response to cardiac remodeling following myocardial infarction , 2012, Magnetic resonance in medicine.

[3]  F. Schick,et al.  Influence of steady background gradients on the accuracy of molecular diffusion anisotropy measurements. , 2008, Magnetic resonance imaging.

[4]  M. Robson,et al.  Clinical ultrashort echo time imaging of bone and other connective tissues , 2006, NMR in biomedicine.

[5]  Matthias Hofmann,et al.  Diffusion Tensor Imaging in a Human PET/MR Hybrid System , 2010, Investigative radiology.

[6]  P M Jakob,et al.  Rapid quantitative lung 1H T1 mapping , 2001, Journal of magnetic resonance imaging : JMRI.

[7]  Michael Garwood,et al.  Fast and quiet MRI using a swept radiofrequency. , 2006, Journal of magnetic resonance.

[8]  Suleman Surti,et al.  Benefit of Time-of-Flight in PET: Experimental and Clinical Results , 2008, Journal of Nuclear Medicine.

[9]  K. Pruessmann,et al.  Rapid and robust pulmonary proton ZTE imaging in the mouse , 2014, NMR in biomedicine.

[10]  Markus Weiger,et al.  MRI with Zero Echo Time , 2012 .

[11]  G. Delso,et al.  Evaluation of an Atlas-Based PET Head Attenuation Correction Using PET/CT & MR Patient Data , 2012, IEEE Transactions on Nuclear Science.

[12]  Y. Censor,et al.  A New Approach to the Emission Computerized Tomography Problem: Simultaneous Calculation of Attenuation and Activity Coefficients , 1979, IEEE Transactions on Nuclear Science.

[13]  R. Holen,et al.  The effect of errors in segmented attenuation maps on PET quantification. , 2011, Medical physics.

[14]  C. Kuhl,et al.  MRI-Based Attenuation Correction for Hybrid PET/MRI Systems: A 4-Class Tissue Segmentation Technique Using a Combined Ultrashort-Echo-Time/Dixon MRI Sequence , 2012, The Journal of Nuclear Medicine.

[15]  Yoshiharu Ohno,et al.  Ultra‐short echo time (UTE) MR imaging of the lung: Comparison between normal and emphysematous lungs in mutant mice , 2010, Journal of magnetic resonance imaging : JMRI.

[16]  Adam Johansson,et al.  CT substitute derived from MRI sequences with ultrashort echo time. , 2011, Medical physics.

[17]  H. Zaidi,et al.  Design and performance evaluation of a whole-body Ingenuity TF PET–MRI system , 2011, Physics in medicine and biology.

[18]  J. Fozard,et al.  Pulmonary edema induced by allergen challenge in the rat: Noninvasive assessment by magnetic resonance imaging , 2001, Magnetic resonance in medicine.

[19]  Peter Börnert,et al.  Three‐dimensional radial ultrashort echo‐time imaging with T2 adapted sampling , 2006, Magnetic resonance in medicine.

[20]  R. S. Hinks,et al.  A multispectral three‐dimensional acquisition technique for imaging near metal implants , 2009, Magnetic resonance in medicine.

[21]  R. Günther,et al.  Automatic, three-segment, MR-based attenuation correction for whole-body PET/MR data , 2010, European Journal of Nuclear Medicine and Molecular Imaging.

[22]  Yan Wang,et al.  Density of organic matrix of native mineralized bone measured by water‐ and fat‐suppressed proton projection MRI , 2003, Magnetic resonance in medicine.

[23]  Christoph Palm,et al.  MR-based attenuation correction for torso-PET/MR imaging: pitfalls in mapping MR to CT data , 2008, European Journal of Nuclear Medicine and Molecular Imaging.

[24]  Peter M Jakob,et al.  Ultrashort echo time imaging using pointwise encoding time reduction with radial acquisition (PETRA) , 2012, Magnetic resonance in medicine.

[25]  Sune H. Keller,et al.  Image artifacts from MR-based attenuation correction in clinical, whole-body PET/MRI , 2013, Magnetic Resonance Materials in Physics, Biology and Medicine.

[26]  Petros Martirosian,et al.  Magnetic Resonance Imaging of Lung Tissue: Influence of Body Positioning, Breathing and Oxygen Inhalation on Signal Decay Using Multi-Echo Gradient-Echo Sequences , 2008, Investigative radiology.

[27]  K. Pruessmann,et al.  ZTE imaging with enhanced flip angle using modulated excitation , 2015, Magnetic resonance in medicine.

[28]  Ciprian Catana,et al.  Toward Implementing an MRI-Based PET Attenuation-Correction Method for Neurologic Studies on the MR-PET Brain Prototype , 2010, The Journal of Nuclear Medicine.

[29]  K. Scheffler,et al.  Signal characteristics of focal bone marrow lesions in patients with multiple myeloma using whole body T1w-TSE, T2w-STIR and diffusion-weighted imaging with background suppression , 2011, European Radiology.

[30]  V. Schulz,et al.  Challenges and current methods for attenuation correction in PET/MR , 2013, Magnetic Resonance Materials in Physics, Biology and Medicine.

[31]  Dattesh Shanbhag,et al.  Improved attenuation correction in PET/MRI by combining MR image segmentation and joint estimation approaches , 2013 .

[32]  Ara Nazarian,et al.  Water‐ and fat‐suppressed proton projection MRI (WASPI) of rat femur bone , 2007, Magnetic resonance in medicine.

[33]  S. Thiruvenkadam,et al.  Comparison of 4-class and continuous fat/water methods for whole-body, MR-based PET attenuation correction , 2012, 2012 IEEE Nuclear Science Symposium and Medical Imaging Conference Record (NSS/MIC).

[34]  Markus Weiger,et al.  MRI with zero echo time: Hard versus sweep pulse excitation , 2011, Magnetic resonance in medicine.

[35]  Paul Kinahan,et al.  Attenuation correction for a combined 3D PET/CT scanner. , 1998, Medical physics.

[36]  A. Caprihan,et al.  Transforming NMR data despite missing points. , 1999, Journal of magnetic resonance.

[37]  M. Stampanoni,et al.  Direct depiction of bone microstructure using MRI with zero echo time. , 2013, Bone.

[38]  B. Balcom,et al.  Single-Point Ramped Imaging with T1 Enhancement (SPRITE) , 1996, Journal of magnetic resonance. Series A.

[39]  Mark Bydder,et al.  Magnetic Resonance: An Introduction to Ultrashort TE (UTE) Imaging , 2003, Journal of computer assisted tomography.

[40]  K. Scheffler,et al.  MR‐based field‐of‐view extension in MR/PET: B0 homogenization using gradient enhancement (HUGE) , 2013, Magnetic resonance in medicine.

[41]  J R MacFall,et al.  MR microscopy of the rat lung using projection reconstruction , 1993, Magnetic resonance in medicine.

[42]  K. Uğurbil,et al.  Parallel imaging performance as a function of field strength—An experimental investigation using electrodynamic scaling , 2004, Magnetic resonance in medicine.

[43]  G. Delso,et al.  Zero TE bone imaging , 2013 .

[44]  M. Puderbach,et al.  MRI of the lung (1/3): methods , 2012, Insights into Imaging.

[45]  J. Thie Understanding the standardized uptake value, its methods, and implications for usage. , 2004, Journal of nuclear medicine : official publication, Society of Nuclear Medicine.

[46]  G. Washko,et al.  Quantitative pulmonary imaging using computed tomography and magnetic resonance imaging , 2012, Respirology.

[47]  I. Burger,et al.  PET/MR imaging of bone lesions – implications for PET quantification from imperfect attenuation correction , 2012, European Journal of Nuclear Medicine and Molecular Imaging.

[48]  G. Delso,et al.  Zero TE MR bone imaging in the head , 2016, Magnetic resonance in medicine.

[49]  M. Defrise,et al.  Simultaneous reconstruction of activity and attenuation in Time-of-Flight PET , 2011, 2011 IEEE Nuclear Science Symposium Conference Record.

[50]  H H Quick,et al.  Towards improved hardware component attenuation correction in PET/MR hybrid imaging , 2013, Physics in medicine and biology.

[51]  Markus Weiger,et al.  ZTE imaging with long‐T2 suppression , 2015, NMR in biomedicine.

[52]  D. Madio,et al.  Ultra‐fast imaging using low flip angles and fids , 1995, Magnetic resonance in medicine.

[53]  A Macovski,et al.  Low‐frequency restoration , 1989, Magnetic resonance in medicine.

[54]  Gaspar Delso,et al.  Characterization of the impact to PET quantification and image quality of an anterior array surface coil for PET/MR imaging , 2013, Magnetic Resonance Materials in Physics, Biology and Medicine.

[55]  Suleman Surti,et al.  Experimental evaluation of a simple lesion detection task with time-of-flight PET , 2009, Physics in medicine and biology.

[56]  D. Townsend,et al.  An Assessment of the Impact of Incorporating Time-of-Flight Information into Clinical PET/CT Imaging , 2010, Journal of Nuclear Medicine.

[57]  M. Conti Why is TOF PET reconstruction a more robust method in the presence of inconsistent data? , 2011, Physics in medicine and biology.

[58]  Eiichi Fukushima,et al.  Short data‐acquisition times improve projection images of lung tissue , 2007, Magnetic resonance in medicine.

[59]  Scott L Delp,et al.  New MR imaging methods for metallic implants in the knee: Artifact correction and clinical impact , 2011, Journal of magnetic resonance imaging : JMRI.

[60]  F. Schick,et al.  Simultaneous PET/MR imaging of the brain: feasibility of cerebral blood flow measurements with FAIR-TrueFISP arterial spin labeling MRI , 2012, Acta radiologica.

[61]  C Prieto,et al.  Improved UTE-based attenuation correction for cranial PET-MR using dynamic magnetic field monitoring. , 2013, Medical physics.

[62]  Hans Herzog,et al.  Template based attenuation correction for PET in MR-PET scanners , 2008, 2008 IEEE Nuclear Science Symposium Conference Record.

[63]  M. Weiger,et al.  Towards Routine Lung MRI in Small Animals , 2008 .

[64]  Peter Börnert,et al.  Selective 3D ultrashort TE imaging: comparison of “dual-echo” acquisition and magnetization preparation for improving short-T2 contrast , 2007, Magnetic Resonance Materials in Physics, Biology and Medicine.

[65]  A. Boss,et al.  MR imaging by using very short echo-time sequences after syngeneic lung transplantation in mice. , 2012, Radiology.

[66]  G. Beluffi,et al.  MRI of the lung , 2010, La radiologia medica.

[67]  A. Buck,et al.  PET attenuation coefficients from CT images: experimental evaluation of the transformation of CT into PET 511-keV attenuation coefficients , 2002, European Journal of Nuclear Medicine and Molecular Imaging.

[68]  Patrick Dupont,et al.  Simultaneous maximum a posteriori reconstruction of attenuation and activity distributions from emission sinograms , 1999, IEEE Transactions on Medical Imaging.

[69]  M. Defrise,et al.  Time-of-flight PET data determine the attenuation sinogram up to a constant , 2012, Physics in medicine and biology.

[70]  J Listerud,et al.  T2* and proton density measurement of normal human lung parenchyma using submillisecond echo time gradient echo magnetic resonance imaging. , 1999, European journal of radiology.

[71]  Nassir Navab,et al.  Tissue Classification as a Potential Approach for Attenuation Correction in Whole-Body PET/MRI: Evaluation with PET/CT Data , 2009, Journal of Nuclear Medicine.

[72]  Kevin M. Johnson,et al.  Optimized 3D ultrashort echo time pulmonary MRI , 2013, Magnetic resonance in medicine.

[73]  Mark Bydder,et al.  Qualitative and quantitative ultrashort echo time (UTE) imaging of cortical bone. , 2010, Journal of magnetic resonance.

[74]  Ilja Bezrukov,et al.  MRI-Based Attenuation Correction for Whole-Body PET/MRI: Quantitative Evaluation of Segmentation- and Atlas-Based Methods , 2011, The Journal of Nuclear Medicine.

[75]  Gaspar Delso,et al.  Anatomic Evaluation of 3-Dimensional Ultrashort-Echo-Time Bone Maps for PET/MR Attenuation Correction , 2014, The Journal of Nuclear Medicine.

[76]  N. Schwenzer,et al.  Segmentation-Based Attenuation Correction in Positron Emission Tomography/Magnetic Resonance: Erroneous Tissue Identification and Its Impact on Positron Emission Tomography Interpretation , 2015, Investigative radiology.

[77]  Bernd J. Pichler,et al.  Feasibility of simultaneous PET/MR imaging in the head and upper neck area , 2011, European Radiology.

[78]  Non-breath-hold lung magnetic resonance imaging with real-time navigation , 1997, Magnetic Resonance Materials in Physics, Biology and Medicine.

[79]  Markus Weiger,et al.  ZTE imaging in humans , 2013, Magnetic resonance in medicine.

[80]  J. Pauly,et al.  Boron‐11 imaging with a three‐dimensional reconstruction method , 1992, Journal of magnetic resonance imaging : JMRI.

[81]  S. Vandenberghe,et al.  MRI-Based Attenuation Correction for PET/MRI Using Ultrashort Echo Time Sequences , 2010, Journal of Nuclear Medicine.

[82]  Mark Bydder,et al.  Short T2 contrast with three-dimensional ultrashort echo time imaging. , 2011, Magnetic resonance imaging.

[83]  H. Alkadhi,et al.  Detection Rate, Location, and Size of Pulmonary Nodules in Trimodality PET/CT-MR: Comparison of Low-Dose CT and Dixon-Based MR Imaging , 2013, Investigative radiology.

[84]  Habib Zaidi,et al.  Atlas-guided non-uniform attenuation correction in cerebral 3D PET imaging , 2005, NeuroImage.

[85]  S Hafner,et al.  Fast imaging in liquids and solids with the Back-projection Low Angle ShoT (BLAST) technique. , 1994, Magnetic resonance imaging.

[86]  Christine Egger,et al.  Lung volume quantified by MRI reflects extracellular-matrix deposition and altered pulmonary function in bleomycin models of fibrosis: effects of SOM230. , 2014, American journal of physiology. Lung cellular and molecular physiology.

[87]  Yannick Crémillieux,et al.  Validation of simple and robust protocols for high‐resolution lung proton MRI in mice , 2010, Magnetic resonance in medicine.

[88]  Bernd J. Pichler,et al.  Assessment of rodent brain activity using combined [15O]H2O-PET and BOLD-fMRI , 2014, NeuroImage.

[89]  Ernst J. Rummeny,et al.  Value of a Dixon-based MR/PET attenuation correction sequence for the localization and evaluation of PET-positive lesions , 2011, European Journal of Nuclear Medicine and Molecular Imaging.

[90]  Gudrun Wagenknecht,et al.  MRI for attenuation correction in PET: methods and challenges , 2012, Magnetic Resonance Materials in Physics, Biology and Medicine.

[91]  Ian Law,et al.  Combined PET/MR imaging in neurology: MR-based attenuation correction implies a strong spatial bias when ignoring bone , 2014, NeuroImage.

[92]  Luigi Landini,et al.  Free-breathing, zero-TE MR lung imaging , 2015, Magnetic Resonance Materials in Physics, Biology and Medicine.

[93]  R. Vassallo Diffuse Lung Diseases in Cigarette Smokers , 2012, Seminars in Respiratory and Critical Care Medicine.

[94]  Gaspar Delso,et al.  The effect of limited MR field of view in MR/PET attenuation correction. , 2010, Medical physics.

[95]  Mark D Does,et al.  RF coil considerations for short‐T2 MRI , 2010, Magnetic resonance in medicine.

[96]  J M Pauly,et al.  Lung parenchyma: projection reconstruction MR imaging. , 1991, Radiology.

[97]  G. Delso,et al.  PET–MR imaging using a tri-modality PET/CT–MR system with a dedicated shuttle in clinical routine , 2013, Magnetic Resonance Materials in Physics, Biology and Medicine.

[98]  M. Weiger,et al.  Characterization of trabecular bone density with ultra‐short echo‐time MRI at 1.5, 3.0 and 7.0 T – comparison with micro‐computed tomography , 2014, NMR in biomedicine.

[99]  C. Kirkby,et al.  Sci—Thur AM: YIS - 04: Gold Nanoparticle Enhanced Arc Radiotherapy: A Monte Carlo Feasibility Study , 2014 .

[100]  W. T. Dixon Simple proton spectroscopic imaging. , 1984, Radiology.

[101]  Bernhard Schölkopf,et al.  MRI-Based Attenuation Correction for PET/MRI: A Novel Approach Combining Pattern Recognition and Atlas Registration , 2008, Journal of Nuclear Medicine.

[102]  G. Delso,et al.  Hybrid PET/MR Imaging: An Algorithm to Reduce Metal Artifacts from Dental Implants in Dixon-Based Attenuation Map Generation Using a Multiacquisition Variable-Resonance Image Combination Sequence , 2015, The Journal of Nuclear Medicine.

[103]  L W Hedlund,et al.  MR microimaging of the lung using volume projection encoding , 1997, Magnetic resonance in medicine.

[104]  B. Schölkopf,et al.  MR-Based PET attenuation correction for PET/MR imaging. , 2013, Seminars in nuclear medicine.