Article
Engineering, Biomedical
Sheikh Rafiul Islam, Santi P. Maity, Ajoy Kumar Ray
Summary: This study introduces a calibrationless CS regularized pMRI approach, utilizing SCDAE and RF coil to enhance image reconstruction efficiency and improve image quality.
BIOMEDICAL SIGNAL PROCESSING AND CONTROL
(2021)
Article
Radiology, Nuclear Medicine & Medical Imaging
Hayato Tomita, Yuki Deguchi, Hirofumi Fukuchi, Atsuko Fujikawa, Yoshiko Kurihara, Kaoru Kitsukawa, Hidefumi Mimura, Yasuyuki Kobayashi
Summary: This study compared the acquisition time and image quality of CS and PI in oral T2-weighted imaging. The results showed that CSPI-T2WI had a shorter acquisition time and higher fat/muscle contrast ratio compared to PI-T2WI, with no significant differences in overall image quality, artifacts, and visualization of anatomical structures.
EUROPEAN RADIOLOGY
(2021)
Article
Biotechnology & Applied Microbiology
Brian Cleary, Brooke Simonton, Jon Bezney, Evan Murray, Shahul Alam, Anubhav Sinha, Ehsan Habibi, Jamie Marshall, Eric S. Lander, Fei Chen, Aviv Regev
Summary: Recent method CISI leverages gene expression patterns to reduce imaging cycles and achieve spatially resolved gene expression maps more efficiently. Applying CISI to mouse brain sections accurately recovered spatial abundance of multiple individual genes.
NATURE BIOTECHNOLOGY
(2021)
Article
Radiology, Nuclear Medicine & Medical Imaging
Martin Georg Zeilinger, Marco Wiesmueller, Christoph Forman, Michaela Schmidt, Camila Munoz, Davide Piccini, Karl-Philipp Kunze, Radhouene Neji, Rene Michael Botnar, Claudia Prieto, Michael Uder, Matthias May, Wolfgang Wuest
Summary: The 3D LGE sequence provides comparable LGE detection compared to 2D imaging and appears to be superior in evaluating the extent of pericardial involvement in patients suspected with pericarditis due to the robust Dixon fat suppression. However, the scan duration for 3D imaging was significantly longer, but good or excellent fat suppression was achieved in the majority of cases.
EUROPEAN RADIOLOGY
(2021)
Article
Radiology, Nuclear Medicine & Medical Imaging
Sungjin Yoon, Young Sup Shim, So Hyun Park, Jaekon Sung, Marcel Dominik Nickel, Ye Jin Kim, Hee Young Lee, Hwa Jung Kim
Summary: This study aimed to compare the image quality and focal lesion detection ability of hepatobiliary phase (HBP) images obtained using compressed sensing (CS) and controlled aliasing in parallel imaging results in higher acceleration (CAIPIRINHA) in patients with liver cirrhosis. The results showed that CS-HBP had better focal lesion detection ability, comparable overall image quality, and fewer respiratory motion artifacts, but higher non-respiratory artifacts and noise compared to CAIPIRINHA-HBP. Therefore, CS-HBP could be recommended for liver MRI in patients with cirrhosis to improve diagnostic performance.
EUROPEAN RADIOLOGY
(2023)
Article
Optics
James W. Webber, Eric L. Miller
Summary: This paper presents a new reconstruction technique for two-dimensional Bragg scattering tomography (BST) based on the Radon transform models, utilizing ideas from multibang control and microlocal analysis. The method constructs an objective function to regularize BST artifacts and is tested in Monte Carlo simulated examples related to airport baggage screening and threat detection. The model used captures Bragg scatter effects, beam attenuation, and Compton scatter, and is available from the authors upon request.
Article
Engineering, Electrical & Electronic
Fang Wang, Lei Fang, Xuehua Peng, Min Wu, Wenzhi Wang, Wenhan Zhang, Baiqu Zhu, Miao Wan, Xin Hu, Jianbo Shao
Summary: This paper models MR signal bias field effects and proposes adding a bias correction step into PICS reconstruction to improve image reconstruction, which shows promising results in low-signal-intensity areas.
SIGNAL IMAGE AND VIDEO PROCESSING
(2021)
Article
Chemistry, Analytical
Sharvaj Kubal, Elizabeth Lee, Chor Yong Tay, Derrick Yong
Summary: Hyperspectral imaging provides additional information compared to regular color imaging and can be valuable in various fields. Compressed sensing methods can improve the measurement speed and reconstruction accuracy of hyperspectral imaging, but require tradeoffs between different factors.
Article
Engineering, Electrical & Electronic
Lei Gao, Wenjing Zhao, Aiping Zhai, Dong Wang
Summary: In this study, we propose a method called OAM-basis spatial wavefront single-pixel imaging via compressed sensing for high-quality spatial wavefront reconstruction. We use orbital angular momentum (OAM) beams as the complex-number basis for measurement and employ the TVAL3 compressed sensing algorithm for wavefront reconstruction, which is a first-time achievement to the best of our knowledge. Simulation and experiment results show that our method outperforms the existing second-order correlation method and provides a promising technique for high-quality wavefront reconstruction based on a complex-number basis. It may have applications in optical communication, optical detection and imaging, optical information processing and encryption, and other related fields.
JOURNAL OF LIGHTWAVE TECHNOLOGY
(2023)
Article
Geochemistry & Geophysics
Jiwen Geng, Ze Yu, Chunsheng Li
Summary: This study focuses on increment imaging in microwave remote sensing applications, establishing models and employing specific strategies to achieve increment imaging, while also using Bayesian compressed sensing method to verify the feasibility of the algorithm.
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS
(2022)
Article
Geochemistry & Geophysics
Kejiang Wu, Wei Cui, Xiaojian Xu
Summary: This article presents a 2-D superresolution (SR) imaging technique based on peak search and compressed sensing (CS), which solves the problem of high computational complexity in scattering parameter estimation and achieves high-resolution radar imaging.
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS
(2022)
Article
Optics
Siliang Liu, Xiaoxue Hu, Wenqing Lin, Zehui Lu, Sixing Xi, Liping Gong, Xiaolei Wang
Summary: This paper proposes a terahertz compressed sensing imaging technique based on line array detection. The feasibility of this technique is verified through theoretical derivation, MATLAB and ZEMAX simulation, and practical experiments. The results show that the proposed technique achieves high-quality image reconstruction and can be generalized to different objects. The technique significantly reduces the sampling rate compared to traditional methods and provides a new idea for terahertz high-resolution rapid imaging.
OPTICS AND LASERS IN ENGINEERING
(2023)
Article
Radiology, Nuclear Medicine & Medical Imaging
Zhanqi Hu, Cailei Zhao, Xia Zhao, Lingyu Kong, Jun Yang, Xiaoyan Wang, Jianxiang Liao, Yihang Zhou
Summary: Compressed Sensing (CS) and nonlinear parallel imaging technique were effectively combined in this study for dynamic cardiac imaging, utilizing a two-step reconstruction framework. The proposed method not only reduces aliasing artifacts but also preserves spatial details and temporal variations. Experimental results demonstrated the superiority of the proposed method over competing techniques in terms of image quality improvement with the same amount of measurements.
BMC MEDICAL IMAGING
(2021)
Article
Medicine, General & Internal
Rieke Lisa Meister, Michael Groth, Shuo Zhang, Jan-Hendrik Buhk, Jochen Herrmann
Summary: Compressed sensing can improve the acquisition speed and image quality of pediatric brain tumor MRI, while reducing common artifacts. However, novel compressed-sensing-specific artifacts should be taken into consideration.
JOURNAL OF CLINICAL MEDICINE
(2023)
Article
Multidisciplinary Sciences
Yayao Ma, Youngjae Lee, Catherine Best-Popescu, Liang Gao
Summary: The study introduces a high-resolution, high-speed fluorescence lifetime imaging microscopy based on a compressed sensing scheme, allowing for recording of fluorescence decay in a large field of view and reducing factors affecting image quality, with demonstrated utility in imaging transient dynamics at the microscopic scale.
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
(2021)
Article
Radiology, Nuclear Medicine & Medical Imaging
Simone A. Winkler, Andrew Alejski, Trevor Wade, Charles A. McKenzie, Brian K. Rutt
MAGNETIC RESONANCE IN MEDICINE
(2017)
Article
Physiology
Amanda MacCannell, Kevin Sinclair, Lannette Friesen-Waldner, Charles A. McKenzie, James F. Staples
JOURNAL OF COMPARATIVE PHYSIOLOGY B-BIOCHEMICAL SYSTEMIC AND ENVIRONMENTAL PHYSIOLOGY
(2017)
Article
Radiology, Nuclear Medicine & Medical Imaging
Stephanie A. Giza, Michael R. Miller, Prasiddha Parthasarathy, Barbra de Vrijer, Charles A. McKenzie
JOURNAL OF MAGNETIC RESONANCE IMAGING
(2018)
Article
Developmental Biology
Flavien Delhaes, Stephanie A. Giza, Tianna Koreman, Genevieve Eastabrook, Charles A. McKenzie, Samantha Bedell, Timothy R. H. Regnault, Barbra de Vrijer
Article
Multidisciplinary Sciences
Kevin J. Sinclair, Lanette J. Friesen-Waldner, Colin M. McCurdy, Curtis N. Wiens, Trevor P. Wade, Barbra de Vrijer, Timothy R. H. Regnault, Charles A. McKenzie
Article
Obstetrics & Gynecology
Stephanie A. Giza, Craig Olmstead, Daniel A. McCooeye, Michael R. Miller, Deborah A. Penava, Genevieve D. Eastabrook, Charles A. McKenzie, Barbra de Vrijer
JOURNAL OF MATERNAL-FETAL & NEONATAL MEDICINE
(2020)
Article
Biology
Amanda D. MacCannel, Kevin J. Sinclair, Charles A. McKenzie, James F. Staples
JOURNAL OF EXPERIMENTAL BIOLOGY
(2019)
Article
Urology & Nephrology
Claire J. Grant, Trevor P. Wade, Charles A. McKenzie, Guido Filler, Christopher W. McIntyre, Shih-Han S. Huang
Article
Biology
Amanda D. MacCannell, Kevin J. Sinclair, Glenn J. Tattersall, Charles A. McKenzie, James F. Staples
JOURNAL OF EXPERIMENTAL BIOLOGY
(2019)
Article
Radiology, Nuclear Medicine & Medical Imaging
Estee Goldberg, Charles A. McKenzie, Barbra de Vrijer, Roy Eagleson, Sandrine de Ribaupierre
JOURNAL OF MAGNETIC RESONANCE IMAGING
(2020)
Article
Radiology, Nuclear Medicine & Medical Imaging
Lauren M. Smith, Trevor P. Wade, Lanette J. Friesen-Waldner, Charles A. McKenzie
MAGNETIC RESONANCE IN MEDICINE
(2020)
Review
Public, Environmental & Occupational Health
Stephanie A. Giza, Simran Sethi, Lauren M. Smith, Mary-Ellen E. T. Empey, Lindsay E. Morris, Charles A. McKenzie
Summary: MRI techniques can provide valuable information about fetal growth, organ development, and metabolic processes, which are crucial for identifying abnormal fetal development early. Noninvasive fetal oximetry can accurately measure placental and fetal oxygenation, improving our current understanding of placental function and optimizing treatment strategies. Overall, the detailed structural and functional information provided by MRI is essential for guiding future investigations into the developmental origins of health and disease.
JOURNAL OF DEVELOPMENTAL ORIGINS OF HEALTH AND DISEASE
(2021)
Article
Radiology, Nuclear Medicine & Medical Imaging
Simran Sethi, Stephanie A. Giza, Estee Goldberg, Mary-Ellen E. T. Empey, Sandrine de Ribaupierre, Genevieve D. M. Eastabrook, Barbra de Vrijer, Charles A. McKenzie
Summary: This pilot study aimed to quantify the T-1 and T-2* relaxation times of fetal tissues in relation to gestational age, showing relatively stable T-1 values across tissues over 28-38 weeks GA, while the T-2* values of the spleen and muscle decreased significantly during this period.
JOURNAL OF MAGNETIC RESONANCE IMAGING
(2021)
Article
Radiology, Nuclear Medicine & Medical Imaging
Lauren M. Smith, Conrad B. Pitts, Lanette J. Friesen-Waldner, Neetin H. Prabhu, Katherine E. Mathers, Kevin J. Sinclair, Trevor P. Wade, Timothy R. H. Regnault, Charles A. McKenzie
Summary: This study used hyperpolarized magnetic resonance spectroscopy and proton density fat fraction magnetic resonance imaging techniques to investigate the effects of chronic exposure to a Western diet in an animal model resulting in non-alcoholic fatty liver disease. The results showed that lifelong consumption of the Western diet led to increased liver PDFF and triglyceride content, along with decreased lactate TTP and increased LDH activity in the liver. These findings suggest that fat accumulation in WD-exposed livers is associated with a shift from oxidative metabolism to anaerobic glycolytic metabolism.
JOURNAL OF MAGNETIC RESONANCE IMAGING
(2021)
Article
Radiology, Nuclear Medicine & Medical Imaging
Simran Sethi, Lanette J. Friesen-Waldner, Trevor P. Wade, Marc Courchesne, Karen Nygard, Ousseynou Sarr, Brian Sutherland, Timothy R. H. Regnault, Charles A. McKenzie
Summary: This study demonstrates the feasibility of using MWI to assess fetal brain myelin content. The results show a significant correlation between MWF and MBP SI in all regions analyzed. Differences in MWF and MBP SI were also observed between different regions.
JOURNAL OF MAGNETIC RESONANCE IMAGING
(2023)