keyword
https://read.qxmd.com/read/38617178/deep-learning-based-reconstruction-enhances-image-quality-and-improves-diagnosis-in-magnetic-resonance-imaging-of-the-shoulder-joint
#1
JOURNAL ARTICLE
Zijun Liu, Baohong Wen, Ziyu Wang, Kaiyu Wang, Lizhi Xie, Yimeng Kang, Qiuying Tao, Weijian Wang, Yong Zhang, Jingliang Cheng, Yan Zhang
BACKGROUND: Accelerated magnetic resonance imaging sequences reconstructed using the vendor-provided Recon deep learning algorithm (DL-MRI) were found to be more likely than conventional magnetic resonance imaging (MRI) sequences to detect subacromial (SbA) bursal thickening. However, the extent of this thickening was not extensively explored. This study aimed to compare the image quality of DL-MRI with conventional MRI sequences reconstructed via conventional pipelines (Conventional-MRI) for shoulder examinations and evaluate the effectiveness of DL-MRI in accurately demonstrating the degree of SbA bursal and subcoracoid (SC) bursal thickening...
April 3, 2024: Quantitative Imaging in Medicine and Surgery
https://read.qxmd.com/read/38617145/accelerated-four-dimensional-free-breathing-whole-liver-water-fat-magnetic-resonance-imaging-with-deep-dictionary-learning-and-chemical-shift-modeling
#2
JOURNAL ARTICLE
Shuo Li, Zhijun Wang, Zekang Ding, Huajun She, Yiping P Du
BACKGROUND: Multi-echo chemical-shift-encoded magnetic resonance imaging (MRI) has been widely used for fat quantification and fat suppression in clinical liver examinations. Clinical liver water-fat imaging typically requires breath-hold acquisitions, with the free-breathing acquisition method being more desirable for patient comfort. However, the acquisition for free-breathing imaging could take up to several minutes. The purpose of this study is to accelerate four-dimensional free-breathing whole-liver water-fat MRI by jointly using high-dimensional deep dictionary learning and model-guided (MG) reconstruction...
April 3, 2024: Quantitative Imaging in Medicine and Surgery
https://read.qxmd.com/read/38616220/reconstruction-of-3d-knee-mri-using-deep-learning-and-compressed-sensing-a-validation-study-on-healthy-volunteers
#3
JOURNAL ARTICLE
Thomas Dratsch, Charlotte Zäske, Florian Siedek, Philip Rauen, Nils Große Hokamp, Kristina Sonnabend, David Maintz, Grischa Bratke, Andra Iuga
BACKGROUND: To investigate the potential of combining compressed sensing (CS) and artificial intelligence (AI), in particular deep learning (DL), for accelerating three-dimensional (3D) magnetic resonance imaging (MRI) sequences of the knee. METHODS: Twenty healthy volunteers were examined using a 3-T scanner with a fat-saturated 3D proton density sequence with four different acceleration levels (10, 13, 15, and 17). All sequences were accelerated with CS and reconstructed using the conventional and a new DL-based algorithm (CS-AI)...
April 15, 2024: European Radiology Experimental
https://read.qxmd.com/read/38614869/faster-acquisition-of-magnetic-resonance-imaging-sequences-of-the-knee-via-deep-learning-reconstruction-a-volunteer-study
#4
JOURNAL ARTICLE
H Akai, K Yasaka, H Sugawara, T Furuta, T Tajima, S Kato, H Yamaguchi, K Ohtomo, O Abe, S Kiryu
AIM: To evaluate whether deep learning reconstruction (DLR) can accelerate the acquisition of magnetic resonance imaging (MRI) sequences of the knee for clinical use. MATERIALS AND METHODS: Using a 1.5-T MRI scanner, sagittal fat-suppressed T2-weighted imaging (fs-T2WI), coronal proton density-weighted imaging (PDWI), and coronal T1-weighted imaging (T1WI) were performed. DLR was applied to images with a number of signal averages (NSA) of 1 to obtain 1DLR images...
March 26, 2024: Clinical Radiology
https://read.qxmd.com/read/38608106/chemical-shift-encoded-mri-with-compressed-sensing-combined-with-parallel-imaging-for-proton-density-fat-fraction-measurement-of-the-lumbar-vertebral-bone-marrow
#5
JOURNAL ARTICLE
Tomofumi Misaka, Yukihiko Hashimoto, Ryuichiro Ashikaga, Takayuki Ishida
We aimed to investigate the accuracy of proton density fat fraction (PDFF) measurement of the lumbar vertebral bone marrow using chemical shift-encoded magnetic resonance imaging (CSE-MRI) with compressed sensing combined with parallel imaging (CSPI). This study recruited a commercially available phantom, and 43 patients. Fully sampled data without CSPI and under-sampled data with CSPI acceleration factors of 2.4, 3.6, and 4.8 were acquired using a 1.5T imaging system. The relationships between PDFF measurements obtained with the no-CSPI acquisition and those obtained with each CSPI acquisition were assessed using Pearson correlation coefficient (r), linear regression analyses, and Bland-Altman analysis...
April 12, 2024: Medicine (Baltimore)
https://read.qxmd.com/read/38604092/investigation-of-synthetic-mri-with-quantitative-parameters-for-discriminating-axillary-lymph-nodes-status-in-invasive-breast-cancer
#6
JOURNAL ARTICLE
Mengmeng Qu, Wen Feng, Xinran Liu, Zhifan Li, Yixiang Li, Xingru Lu, Junqiang Lei
OBJECTIVE: To investigate the potential value of quantitative parameters derived from synthetic magnetic resonance imaging (syMRI) for discriminating axillary lymph nodes metastasis (ALNM) in breast cancer patients. MATERIALS AND METHODS: A total of 56 females with histopathologically proven invasive breast cancer who underwent both conventional breast MRI and additional syMRI examinations were enrolled in this study, including 30 patients with ALNM and 26 with non-ALNM...
April 4, 2024: European Journal of Radiology
https://read.qxmd.com/read/38602245/assessment-of-lung-nodule-detection-and-lung-ct-screening-reporting-and-data-system-classification-using-zero-echo-time-pulmonary-mri
#7
JOURNAL ARTICLE
Xinhui Wang, Yingying Cui, Ying Wang, Shuo Liu, Nan Meng, Wei Wei, Yan Bai, Yu Shen, Jinxia Guo, Zhiping Guo, Meiyun Wang
BACKGROUND: The detection rate of lung nodules has increased considerably with CT as the primary method of examination, and the repeated CT examinations at 3 months, 6 months or annually, based on nodule characteristics, have increased the radiation exposure of patients. So, it is urgent to explore a radiation-free MRI examination method that can effectively address the challenges posed by low proton density and magnetic field inhomogeneities. PURPOSE: To evaluate the potential of zero echo time (ZTE) MRI in lung nodule detection and lung CT screening reporting and data system (lung-RADS) classification, and to explore the value of ZTE-MRI in the assessment of lung nodules...
April 11, 2024: Journal of Magnetic Resonance Imaging: JMRI
https://read.qxmd.com/read/38601426/dynamic-magnetic-resonance-imaging-mri-in-inguinal-related-chronic-groin-pain-cgp-comparison-with-systematic-surgical-assessment
#8
JOURNAL ARTICLE
Benjamin Dallaudiere, Hugo Sans, Gilles Reboul, Laurence Dallet, Patricia Reau, Sylvain Bise, Nicolas Bouguennec, Lionel Pesquer
Objective This study aimed to assess the performance of dynamic MRI in Chronic Groin Pain (CGP) related to the inguinal region, comparing it with surgery as the gold standard. Materials and methods A cohort of 25 consecutive patients exhibiting persistent clinical inguinal-related CGP underwent a pre-surgical pelvis MRI. Imaging encompassed strictly axial Fast Spin Echo (FSE) T1 sequences, both without (static sequence) and with Valsalva Maneuver (VM, dynamic sequence), alongside axial-oblique Proton Density weighted with Fat Saturation (PDFS)...
March 2024: Curēus
https://read.qxmd.com/read/38591788/ultrashort-echo-time-mri-detects-significantly-lower-collagen-but-higher-pore-water-in-the-tibial-cortex-of-female-patients-with-osteopenia-and-osteoporosis
#9
JOURNAL ARTICLE
Saeed Jerban, Yajun Ma, Zhao Wei, Meghan Shen, Zubaid Ibrahim, Hyungseok Jang, Pengzhe Lu, Douglas G Chang, Gina Woods, Christine B Chung, Eric Y Chang, Jiang Du
Ultrashort echo time (UTE) MRI can quantify the major proton pool densities in cortical bone, including total (TWPD), bound (BWPD), and pore water (PWPD) proton densities, as well as the macromolecular proton density (MMPD), associated with the collagen content, which is calculated using macromolecular fraction (MMF) from UTE magnetization transfer (UTE-MT) modeling. This study aimed to investigate the differences in water and collagen contents in tibial cortical bone, between female osteopenia (OPe) patients, osteoporosis (OPo) patients, and young participants (Young)...
April 9, 2024: Journal of Bone and Mineral Research
https://read.qxmd.com/read/38591348/diagnostic-and-prediction-value-of-synthetic-magnetic-resonance-imaging-in-acute-ischemic-stroke-patients
#10
JOURNAL ARTICLE
Ronghui Huang, Lin Zhang, Limeng Deng, Jian-Ou Fang
BACKGROUND: Current knowledge regarding synthetic magnetic resonance imaging in ischemic stroke (MAGiC) is inadequate. OBJECTIVES: The study aimed to investigate the diagnostic and prognostic prediction value of MAGiC in acute ischemic stroke (AIS) patients. MATERIAL AND METHODS: This prospective observational study enrolled 197 AIS patients between January 2022 and May 2023. All patients underwent routine magnetic resonance imaging (MRI), computed tomography (CT) scans, doppler ultrasound, MAGiC, and dynamic contrast-enhanced (DCE)-MRI...
April 9, 2024: Advances in Clinical and Experimental Medicine: Official Organ Wroclaw Medical University
https://read.qxmd.com/read/38590085/detection-of-pathological-contrast-enhancement-with-synthetic-brain-imaging-from-quantitative-multiparametric-mri
#11
JOURNAL ARTICLE
Graziella Donatelli, Gianmichele Migaleddu, Matteo Cencini, Paolo Cecchi, Claudio D'Amelio, Luca Peretti, Guido Buonincontri, Michela Tosetti, Mauro Costagli, Mirco Cosottini
BACKGROUND AND PURPOSE: We aimed to test whether synthetic T1-weighted imaging derived from a post-contrast Quantitative Transient-state Imaging (QTI) acquisition enabled revealing pathological contrast enhancement in intracranial lesions. METHODS: The analysis included 141 patients who underwent a 3 Tesla-MRI brain exam with intravenous contrast media administration, with the post-contrast acquisition protocol comprising a three-dimensional fast spoiled gradient echo (FSPGR) sequence and a QTI acquisition...
April 8, 2024: Journal of Neuroimaging: Official Journal of the American Society of Neuroimaging
https://read.qxmd.com/read/38587630/differences-in-the-prevalence-of-nafld-mafld-and-masld-according-to-changes-in-the-nomenclature-in-a-health-check-up-using-mri-derived-proton-density-fat-fraction
#12
JOURNAL ARTICLE
Hee Jun Park, Sunyoung Lee, Jae Seung Lee
PURPOSE: International expert panels proposed new nomenclatures, metabolic dysfunction-associated fatty liver disease (MAFLD) in 2020 and metabolic dysfunction-associated steatotic liver disease (MASLD) in 2023, along with revised diagnostic criteria to replace non-alcoholic fatty liver disease (NAFLD). We aimed to investigate the differences in NAFLD, MAFLD, and MASLD prevalence with changing nomenclature in a health check-up using magnetic resonance imaging-derived proton density fat fraction (MRI-PDFF) to assess hepatic steatosis...
April 8, 2024: Abdominal Radiology
https://read.qxmd.com/read/38586922/a-prospective-study-on-the-prevalence-of-at-risk-mash-in-patients-with-type-2-diabetes-mellitus-in-the-united-states
#13
JOURNAL ARTICLE
Nikita Mittal, Harris Siddiqi, Egbert Madamba, Lisa Richards, Ricki Bettencourt, Veeral Ajmera, Rohit Loomba
BACKGROUND: There are limited data on the prevalence and treatment of at-risk metabolic dysfunction-associated steatohepatitis (MASH) among patients with type 2 diabetes (T2DM) in the United States. AIM: To estimate the prevalence of at-risk MASH in a prospectively recruited cohort of adults with T2DM using new nomenclature endorsed by multiple societies. METHODS: This prospective study enrolled adults aged ≥50 with T2DM from primary care and endocrinology clinics in southern California from 2016 to 2023...
April 8, 2024: Alimentary Pharmacology & Therapeutics
https://read.qxmd.com/read/38579578/evaluation-of-muscle-and-bone-composition-and-function-in-aging-women-with-polycystic-ovary-syndrome
#14
JOURNAL ARTICLE
Burcu Çelik Eroğlu, Levend Karaçoban, Ilkay S Idılman, Feza Korkusuz, Bulent Okan Yıldız
OBJECTIVE: The potential effects of polycystic ovary syndrome (PCOS) on the musculoskeletal system are not well established. We examined the musculoskeletal system in women with PCOS in their late reproductive years. STUDY-DESIGN: This cross-sectional study included 34 women with PCOS and 32 control women matched for age and body mass index (BMI). MAIN OUTCOME MEASURES: Dual-energy x-ray absorptiometry (DXA) was used for body composition analysis and cross-sectional areas and fat fraction of muscles were assessed by magnetic resonance imaging-proton density fat fraction (MRI-PDFF) of the abdomen and thigh...
March 31, 2024: Maturitas
https://read.qxmd.com/read/38558221/severe-hepatic-steatosis-promotes-increased-liver-stiffness-in-the-early-stages-of-metabolic-dysfunction-associated-steatotic-liver-disease
#15
JOURNAL ARTICLE
Takashi Kumada, Hidenori Toyoda, Sadanobu Ogawa, Tatsuya Gotoh, Yasuaki Suzuki, Katsutoshi Sugimoto, Yuichi Yoshida, Hidekatsu Kuroda, Yoshihiro Kamada, Yoshio Sumida, Takanori Ito, Tomoyuki Akita, Junko Tanaka
BACKGROUND & AIMS: The predictors of progression from steatosis to more advanced stages of metabolic dysfunction-associated steatotic liver disease (MASLD) remain unclear. We evaluated the association between the quantity of hepatic steatosis and longitudinal changes in liver stiffness measurements (LSMs) using magnetic resonance elastography (MRE) in patients with MASLD. METHODS: We retrospectively analysed patients with MASLD who underwent at least two serial MRE and magnetic resonance imaging-based proton density fat fraction (MRI-PDFF) examinations at least 1 year apart...
April 1, 2024: Liver International: Official Journal of the International Association for the Study of the Liver
https://read.qxmd.com/read/38557425/intra-pancreatic-fat-deposition-and-its-relation-to-obesity-a-magnetic-resonance-imaging-study
#16
REVIEW
Mimoza Gjela, Anders Askeland, Maiken Mellergaard, Asbjørn Mohr Drewes, Aase Handberg, Jens Brøndum Frøkjær
OBJECTIVES: Intra-pancreatic fat deposition (IPFD) is suspected to be associated with various medical conditions. This study aimed to assess pancreatic fat content in lean and obese individuals, characterize obese individuals with and without IPFD, and explore the underlying mechanisms. MATERIALS AND METHODS: Sixty-two obese individuals without diabetes and 35 lean controls underwent magnetic resonance imaging (MRI) using proton density fat fraction (PDFF) maps to evaluate pancreatic and hepatic fat content, and visceral adipose tissue (VAT) content...
April 1, 2024: Scandinavian Journal of Gastroenterology
https://read.qxmd.com/read/38556790/marrow-fat-cortical-bone-relationship-in-%C3%AE-thalassemia-a-study-using-mri
#17
JOURNAL ARTICLE
Umi Nabilah Ismail, Che Ahmad Azlan, Shasha Khairullah, Raja Rizal Azman, Nur Farhayu Omar, Mohammad Nazri Md Shah, Nicholas Jackson, Kwan Hoong Ng
BACKGROUND: Growing evidence suggests that marrow adipocytes play an active role in the regulation of bone metabolism and hematopoiesis. However, research on the relationship between bone and fat in the context of hematological diseases, particularly β-thalassemia, remains limited. PURPOSE: To investigate the relationship between marrow fat and cortical bone thickness in β-thalassemia and to identify key determinants influencing these variables. STUDY TYPE: Prospective...
March 31, 2024: Journal of Magnetic Resonance Imaging: JMRI
https://read.qxmd.com/read/38555889/comparison-study-of-the-mri-shoulder-propeller-technique-with-differential-image-quality-by-variation-of-shoulder-coils
#18
JOURNAL ARTICLE
M Khairi, F Zakaria, R Supar, Z Mohd
INTRODUCTION: Motion and pulsation artifacts are the most prominent types of artifacts in Magnetic Resonance Imaging (MRI) of the shoulder. Therefore, this study examined the Periodically Rotating Overlapping Parallel Lines with Enhanced Reconstruction (PROPELLER) technique with small flex coil (SFC) and dedicated shoulder coil (DSC) for the reduction of motion and pulsation artifacts. The signalto- noise ratio (SNR) and contrast-to-noise ratio (CNR) of the standard proton density fat saturation (PDFS) pulse sequence and the PROPELLER proton density fat saturation (PROPELLER PDFS) pulse sequence were also evaluated...
March 2024: Medical Journal of Malaysia
https://read.qxmd.com/read/38553657/iatt-liver-fat-quantification-for-steatosis-grading-by-referring-to-mri-proton-density-fat-fraction-a-multicenter-study
#19
JOURNAL ARTICLE
Masashi Hirooka, Sadanobu Ogawa, Yohei Koizumi, Yuichi Yoshida, Tatsuya Goto, Satoshi Yasuda, Masahiro Yamahira, Tsutomu Tamai, Ryoko Kuromatsu, Toshihisa Matsuzaki, Tomoyuki Suehiro, Yoshihiro Kamada, Yoshio Sumida, Yoichi Hiasa, Hidenori Toyoda, Takashi Kumada
BACKGROUND: Several preliminary reports have suggested the utility of ultrasound attenuation coefficient measurements based on B-mode ultrasound, such as iATT, for diagnosing steatotic liver disease. Nonetheless, evidence supporting such utility is lacking. This prospective study aimed to investigate whether iATT is highly concordant with magnetic resonance imaging (MRI)-based proton density fat fraction (MRI-PDFF) and could well distinguish between steatosis grades. METHODS: A cohort of 846 individuals underwent both iATT and MRI-PDFF assessments...
March 30, 2024: Journal of Gastroenterology
https://read.qxmd.com/read/38546826/histogram-analysis-of-mr-quantitative-parameters-are-they-correlated-with-prognostic-factors-in-prostate-cancer
#20
JOURNAL ARTICLE
Yanling Chen, Tiebao Meng, Wenxin Cao, Weijing Zhang, Jian Ling, Zhihua Wen, Long Qian, Yan Guo, Jinhua Lin, Huanjun Wang
PURPOSE: To investigate the correlation between quantitative MR parameters and prognostic factors in prostate cancer (PCa). METHOD: A total of 186 patients with pathologically confirmed PCa who underwent preoperative multiparametric MRI (mpMRI), including synthetic MRI (SyMRI), were enrolled from two medical centers. The histogram metrics of SyMRI [T1, T2, proton density (PD)] and apparent diffusion coefficient (ADC) values were extracted. The Mann‒Whitney U test or Student's t test was employed to determine the association between these histogram features and the prognostically relevant factors...
March 28, 2024: Abdominal Radiology
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