title: Parallel transmission RF pulse design with strict temperature constraints.
abstract: RF safety in parallel transmission (pTx) is generally ensured by imposing specific absorption rate (SAR) limits during pTx RF pulse design. There is increasing interest in using temperature to ensure safety in MRI. In this work, we present a local temperature correlation matrix formalism and apply it to impose strict constraints on maximum absolute temperature in pTx RF pulse design for head and hip regions. Electromagnetic field simulations were performed on the head and hip of virtual body models. Temperature correlation matrices were calculated for four different exposure durations ranging between 6 and 24 min using simulated fields and body-specific constants. Parallel transmission RF pulses were designed using either SAR or temperature constraints, and compared with each other and unconstrained RF pulse design in terms of excitation fidelity and safety. The use of temperature correlation matrices resulted in better excitation fidelity compared with the use of SAR in parallel transmission RF pulse design (for the 6 min exposure period, 8.8% versus 21.0% for the head and 28.0% versus 32.2% for the hip region). As RF exposure duration increases (from 6 min to 24 min), the benefit of using temperature correlation matrices on RF pulse design diminishes. However, the safety of the subject is always guaranteed (the maximum temperature was equal to 39°C). This trend was observed in both head and hip regions, where the perfusion rates are very different.
authors.affiliation: Center for Advanced Imaging Innovation and Research (CAI2R), New York University School of Medicine, New York, NY, USA.|Bernard and Irene Schwartz Center for Biomedical Imaging, Department of Radiology, New York University School of Medicine, New York, NY, USA.|The Sackler Institute of Graduate Biomedical Sciences, New York University School of Medicine, New York, NY, USA.|NYU WIRELESS, New York University Tandon School of Engineering, Brooklyn, NY, USA.|RF Test Labs, Inc., New York, NY, USA.
authors.forename: Cem M
authors.identifier: http://orcid.org/0000-0001-8809-5945
authors.initials: CM
authors.lastname: Deniz
authors.affiliation: Center for Advanced Imaging Innovation and Research (CAI2R), New York University School of Medicine, New York, NY, USA.|Bernard and Irene Schwartz Center for Biomedical Imaging, Department of Radiology, New York University School of Medicine, New York, NY, USA.|The Sackler Institute of Graduate Biomedical Sciences, New York University School of Medicine, New York, NY, USA.
authors.forename: Giuseppe
authors.initials: G
authors.lastname: Carluccio
authors.affiliation: Center for Advanced Imaging Innovation and Research (CAI2R), New York University School of Medicine, New York, NY, USA.|Bernard and Irene Schwartz Center for Biomedical Imaging, Department of Radiology, New York University School of Medicine, New York, NY, USA.|The Sackler Institute of Graduate Biomedical Sciences, New York University School of Medicine, New York, NY, USA.|NYU WIRELESS, New York University Tandon School of Engineering, Brooklyn, NY, USA.
authors.forename: Christopher
authors.initials: C
authors.lastname: Collins
mesh_terms: D001831:Body Temperature / Q000502:physiology*; D001921:Brain / Q000502:physiology* / Q000528:radiation effects; D003198:Computer Simulation; D017076:Computer-Aided Design; D004307:Dose-Response Relationship, Radiation; D004867:Equipment Design; D019544:Equipment Failure Analysis; D004869:Equipment Safety; D006801:Humans; D060526:Magnetic Fields; D008279:Magnetic Resonance Imaging / Q000295:instrumentation*; D008959:Models, Neurological; D061214:Patient Safety; D019047:Phantoms, Imaging; D011829:Radiation Dosage; D011846:Radio Waves; D012815:Signal Processing, Computer-Assisted / Q000295:instrumentation*; D013817:Thermography / Q000295:instrumentation*; D014159:Transducers
keywords: RF pulse design; parallel transmission; temperature constraints; temperature correlation matrices