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Dive into the research topics where Chen-Ming Chang is active.

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Featured researches published by Chen-Ming Chang.


Physics in Medicine and Biology | 2015

Prototype positron emission tomography insert with electro-optical signal transmission for simultaneous operation with MRI

Peter D. Olcott; Ealgoo Kim; Keyjo Hong; Brian J. Lee; Alexander M. Grant; Chen-Ming Chang; Gary H. Glover; Craig S. Levin

The simultaneous acquisition of PET and MRI data shows promise to provide powerful capabilities to study disease processes in human subjects, guide the development of novel treatments, and monitor therapy response and disease progression. A brain-size PET detector ring insert for an MRI system is being developed that, if successful, can be inserted into any existing MRI system to enable simultaneous PET and MRI images of the brain to be acquired without mutual interference. The PET insert uses electro-optical coupling to relay all the signals from the PET detectors out of the MRI system using analog modulated lasers coupled to fiber optics. Because the fibers use light instead of electrical signals, the PET detector can be electrically decoupled from the MRI making it partially transmissive to the RF field of the MRI. The SiPM devices and low power lasers were powered using non-magnetic MRI compatible batteries. Also, the number of laser-fiber channels in the system was reduced using techniques adapted from the field of compressed sensing. Using the fact that incoming PET data is sparse in time and space, electronic circuits implementing constant weight codes uniquely encode the detector signals in order to reduce the number of electro-optical readout channels by 8-fold. Two out of a total of sixteen electro-optical detector modules have been built and tested with the entire RF-shielded detector gantry for the PET ring insert. The two detectors have been tested outside and inside of a 3T MRI system to study mutual interference effects and simultaneous performance with MRI. Preliminary results show that the PET insert is feasible for high resolution simultaneous PET/MRI imaging for applications in the brain.


Medical Physics | 2017

Simultaneous PET/MR imaging with a radio frequency‐penetrable PET insert

Alexander M. Grant; Brian J. Lee; Chen-Ming Chang; Craig S. Levin

Purpose: A brain sized radio frequency (RF)‐penetrable PET insert has been designed for simultaneous operation with MRI systems. This system takes advantage of electro‐optical coupling and battery power to electrically float the PET insert relative to the MRI ground, permitting RF signals to be transmitted through small gaps between the modules that form the PET ring. This design facilitates the use of the built‐in body coil for RF transmission and thus could be inserted into any existing MR site wishing to achieve simultaneous PET/MR imaging. The PET detectors employ nonmagnetic silicon photomultipliers in conjunction with a compressed sensing signal multiplexing scheme, and optical fibers to transmit analog PET detector signals out of the MRI room for decoding, processing, and image reconstruction. Methods: The PET insert was first constructed and tested in a laboratory benchtop setting, where tomographic images of a custom resolution phantom were successfully acquired. The PET insert was then placed within a 3T body MRI system, and tomographic resolution/contrast phantom images were acquired both with only the B0 field present, and under continuous pulsing from different MR imaging sequences. Results: The resulting PET images have comparable contrast‐to‐noise ratios (CNR) under all MR pulsing conditions: The maximum percent CNR relative difference for each rod type among all four PET images acquired in the MRI system has a mean of 14.0 ± 7.7%. MR images were successfully acquired through the RF‐penetrable PET shielding using only the built‐in MR body coil, suggesting that simultaneous imaging is possible without significant mutual interference. Conclusions: These results show promise for this technology as an alternative to costly integrated PET/MR scanners; a PET insert that is compatible with any existing clinical MRI system could greatly increase the availability, accessibility, and dissemination of PET/MR.


Physics in Medicine and Biology | 2015

Performance characterization of compressed sensing positron emission tomography detectors and data acquisition system.

Chen-Ming Chang; Alexander M. Grant; Brian J. Lee; Ealgoo Kim; Keyjo Hong; Craig S. Levin

In the field of information theory, compressed sensing (CS) had been developed to recover signals at a lower sampling rate than suggested by the Nyquist-Shannon theorem, provided the signals have a sparse representation with respect to some base. CS has recently emerged as a method to multiplex PET detector readouts thanks to the sparse nature of 511 keV photon interactions in a typical PET study. We have shown in our previous numerical studies that, at the same multiplexing ratio, CS achieves higher signal-to-noise ratio (SNR) compared to Anger and cross-strip multiplexing. In addition, unlike Anger logic, multiplexing by CS preserves the capability to resolve multi-hit events, in which multiple pixels are triggered within the resolving time of the detector. In this work, we characterized the time, energy and intrinsic spatial resolution of two CS detectors and a data acquisition system we have developed for a PET insert system for simultaneous PET/MRI. The CS detector comprises a 2 x 4 mosaic of 4 x 4 arrays of 3.2 x 3.2 x 20 mm(3) lutetium-yttrium orthosilicate crystals coupled one-to-one to eight 4 x 4 silicon photomultiplier arrays. The total number of 128 pixels is multiplexed down to 16 readout channels by CS. The energy, coincidence time and intrinsic spatial resolution achieved by two CS detectors were 15.4±0.1% FWHM at 511 keV, 4.5 ns FWHM and 2.3 mm FWHM, respectively. A series of experiments were conducted to measure the sources of time jitter that limit the time resolution of the current system, which provides guidance for potential system design improvements. These findings demonstrate the feasibility of compressed sensing as a promising multiplexing method for PET detectors.


Magnetic Resonance in Medicine | 2018

Low eddy current RF shielding enclosure designs for 3T MR applications

Brian J. Lee; Ronald Dean Watkins; Chen-Ming Chang; Craig S. Levin

Magnetic resonance–compatible medical devices operate within the MR environment while benefitting from the superior anatomic information of MRI. Avoiding electromagnetic interference between such instrumentation and the MR system is crucial. In this work, various shielding configurations for positron emission tomography (PET) detectors were studied and analyzed regarding radiofrequency (RF) shielding effectiveness and gradient‐induced eddy current performances. However, the results of this work apply to shielding considerations for any MR‐compatible devices.


nuclear science symposium and medical imaging conference | 2014

RF-transmissive PET detector insert for simultaneous PET/MRI

Brian J. Lee; Alexander M. Grant; Chen-Ming Chang; Gary H. Glover; Craig S. Levin

Positron emission tomography (PET) and magnetic resonance imaging (MRI) have revolutionized the disease characterization as they enable the simultaneous measurement of functional and anatomical information of the body. However, the whole body simultaneous PET/MRI has been limited by its high cost. To address this issue, we are developing an RF-transmissive PET insert system that can be inserted into an MRI system without requiring modifications to the MR hardware system. Our PET system prototype consists of 16 PET detector modules in a 32 cm ring pattern with small gaps between them. By using electro-optical signal transmission technology, the PET insert is electrically floating relative to the MRI RF ground which allows the PET detector insert to be RF-penetrable. The inter-modular gaps and the electrical floating enable the RF fields of MRI body coil to pass through with some attenuation. We performed 2D electromagnetic simulations and experiments in a 3-T MR system to understand the degree to which a ring of electrically floating Faraday cages facilitates the RF transmissivity. The electromagnetic simulation results showed that the grounded PET insert blocks the RF field while the electrically floating PET insert allows the RF field to uniformly transmit through the gaps with some attenuation. The MRI attenuation experiments showed that the transmit attenuation was -3.47 dB and similarly the receive attenuations were -3.40 and -3.94 dB for GE and SE sequences, respectively. We have shown from both simulations and experiments that the RF field of the MRI body coil can penetrate a PET ring through small inter-modular gaps, when the PET ring is electrically floating with respect to the MR system.


nuclear science symposium and medical imaging conference | 2013

Studies of electromagnetic interference of PET detector insert for simultaneous PET/MRI

Brian J. Lee; Peter D. Olcott; Key Jo Hong; Alexander M. Grant; Chen-Ming Chang; Craig S. Levin

We are developing a brain positron emission tomography (PET) system prototype with long optical cables to minimize mutual interference between our PET components and magnetic resonance imaging (MRI) system. Our PET system consists of 16 PET detector modules which are placed in Faraday cages spaced equally in a 32 cm diameter ring. By using 20 m length optical cables rather than electrical connections, the Faraday cage ground can float relative to the MRI RF ground which permits the RF field to transmit through PET ring. This could eliminate the need for custom RF coils in whole body inserts, or the need for a custom transmit coil in brain insert PET/MRI designs. The aim of this study is to investigate the feasibility of PET detectors with a floating ground from measurements of electromagnetic interference (EMI) shielding and numerical analyses of RF field attenuation under different conditions. The shielding effectiveness equation shows that a copper plate of 30 μm (~4×Skin Depth) thickness shields approximately 120 dB (99.9999 %) of both the 66.7 MHz analog-to-digital converter sampling frequency of the interior PET electronics and the 127.7 MHz Larmor frequency of the exterior 3-T MRI RF coil. Simulation results using ANSOFT Maxwell showed that a larger gap between PET detectors or a shorter height of PET Faraday cage results in less RF field attenuation. The two side plates of adjacent PET Faraday cage act as a capacitor. When the gap increases or height shrinks, capacitive impedance increases which then results in less RF power dissipation and thus more RF field transmission inside field of view (FOV). Simulation results showed 25 dB increase of the transmission level when the gap was increased by 2 mm and height was decreased by 20 mm. Further MR-compatibility analysis will be performed by acquiring MR images with the shielded PET detector ring inserted.


EJNMMI Physics | 2014

RF-Penetrable PET insert for simultaneous PET/MR imaging

Brian J. Lee; Alexander M. Grant; Chen-Ming Chang; Craig S. Levin

Integrated PET/MRI enables simultaneous measurement of molecular, functional and anatomical information of the body in one combined scan, providing physicians and researchers with multi-parameter information. However, the long-term impact of integrated PET/MRI is limited by the high cost of the current commercial systems, which require the users to purchase both PET and MR subsystems, which are permanently integrated. We are developing a RF-penetrable PET insert technology to address this challenge, and a prototype brain-dedicated insert system has been built to evaluate the technology. The insert system consists of 16 detector modules assembled into a ring of an inner diameter of 32 cm. A total number of 2,048 3.2 mm × 3.2 mm × 20 mm LYSO crystals coupled one-to-one to 2,048 SiPM pixels are implemented in the system. An intrinsic spatial resolution of below 2.3 mm has been achieved by measuring the coincidence point spread functions of a 500 μm positron-emitting point source with two electronically collimated detectors. A custom resolution phantom with hot rods ranging from 2.8 to 5.2 mm diameter has been acquired and reconstructed to evaluate the image spatial resolution of the system. The sizes of the smallest resolvable hot rods in the reconstructed images were 2.8 mm and 4.2 mm, when the phantom was placed at the center of the fleld-of-view and 9-cm off-center trans-axially, respectively. An energy resolution of 15.6 % FWHM at 511 keV and a coincidence time resolution of 5.2 ns FWHM have been achieved, limited by the outdated 2008 SiPM technology employed. The variation of the energy resolution and coincidence time resolution stays within a range of 0.5 % and 80 ps over 3 hours, demonstrating the stability of the system.


EJNMMI Physics | 2015

Successful demonstration of simultaneous PET/MR Imaging with a RF-penetrable PET insert

Brian J. Lee; Alexander M. Grant; Chen-Ming Chang; Gary H. Glover; Craig S. Levin

The integration of PET’s ability to visualize and quantify molecular signatures and MRI’s excellent anatomical information shows great promise to be a powerful tool for disease characterization. However, the high cost of simultaneous PET/MRI has limited its availability. To address this problem, we have developed an RF-penetrable PET insert that can be placed in the bore of any MRI system without requiring modifications to the latter. The PET insert consists of 16 PET detector modules within Faraday cages in a 32 cm inner diameter ring pattern with small gaps. These gaps, along with electro-optical signal transmission technology that allows the PET insert to electrically float relative to the MRI RF ground, enable RF fields to pass through the PET ring with some attenuation. In this study, we investigated the feasibility of the RF-penetrable PET insert placed inside a 3T MR system using the body coils for the RF transmit/receive coil. We analyzed the transmit and receive penetration of the RF fields by acquiring B1 maps and MR images. When the PET insert was placed inside the MRI bore, compared to the case with no PET insert, the mean B1 field amplitude (transmitted RF field) was attenuated by -3.47 dB. The SNR (received MR signal) was attenuated by similar factors of -3.4 dB and -3.9 dB with GRE and FSE sequences, respectively. In addition, we acquired simultaneous PET/MR images. The PET images acquired inside the MRI bore were equivalent to those acquired outside the MR system. We have shown that the RF-penetrable PET technology allows the RF field of an MR body coil to penetrate into the field-of-view, enabling acquisition of simultaneous PET/MR images via a PET insert, without modification to the MR system.


nuclear science symposium and medical imaging conference | 2013

Characterization of PET data acquisition system with compressed sensing detectors

Chen-Ming Chang; Peter D. Olcott; Key Jo Hong; Alexander M. Grant; Brian J. Lee; Ealgoo Kim; Craig S. Levin

We evaluated the timing performance of our data acquisition system (DAQ) with compressed sensing detectors we used in a PET insert for simultaneous PET/MR brain imaging. Compressed sensing is a promising multiplexing method that can achieve high multiplexing ratio while resolving simultaneous hits on multiple pixels without serious degradation of timing and energy resolution for positron emission tomography (PET) scanners. In our compressed sensing detector, each of the 128 silicon photomultiplier (SiPM) pixels produces a unique pattern on the 16 read out channels (the multiplexing ratio is 8:1), which are digitized and recorded at the DAQ system. The unique decoding pattern for each SiPM is used to recover the crystal indexes. In this study, we used a 10 μCi 22Na radioactive point source to evaluate the coincidence timing resolution across the two lutetium-yttrium orthosilicate (LYSO) based block detectors. We also measured the timing integral non-linearity of the DAQ system by using a pulser to trigger both detectors with the triggering pulses for one detector offset by sequential ~ 2 ns steps. The integral non-linearity of the DAQ system is ~0.3 ns across the entire ADC sampling period, which is below the timing resolution for the measurements using a pulser as input (~ 1.0 ns FWHM). The coincidence timing resolution measured with a 22Na source over the entire 128 crystal block is 5.98 ± 0.09 ns. Possible factors that are limiting the current timing performance are also presented.


Archive | 2018

PET System Technology Designs for Achieving Simultaneous PET/MRI

Brian J. Lee; Chen-Ming Chang; Craig S. Levin

The combination of positron emission tomography (PET) and magnetic resonance imaging (MRI) shows promise to be a powerful tool for disease characterization as it enables the simultaneous measurement of molecular, physiological, and anatomical information of the patient. Recently, PET and MR systems have been integrated for preclinical and clinical uses.

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