1.Improving children's cooperativeness during magnetic resonance imaging using interactive educational animated videos: a prospective, randomised, non-inferiority trial.
Evelyn Gabriela UTAMA ; Seyed Ehsan SAFFARI ; Phua Hwee TANG
Singapore medical journal 2024;65(1):9-15
INTRODUCTION:
A previous prospective, randomised controlled trial showed that animated videos shown to children before magnetic resonance imaging (MRI) scan reduced the proportion of children needing repeated MRI sequences and improved confidence of the children staying still for at least 30 min. Children preferred the interactive video. We hypothesised that the interactive video is non-inferior to showing two videos (regular and interactive) in improving children's cooperativeness during MRI scans.
METHODS:
In this Institutional Review Board-approved prospective, randomised, non-inferiority trial, 558 children aged 3-20 years scheduled for elective MRI scan from June 2017 to March 2019 were randomised into the interactive video only group and combined (regular and interactive) videos group. Children were shown the videos before their scan. Repeated MRI sequences, general anaesthesia (GA) requirement and improvement in confidence of staying still for at least 30 min were assessed.
RESULTS:
In the interactive video group ( n = 277), 86 (31.0%) children needed repeated MRI sequences, two (0.7%) needed GA and the proportion of children who had confidence in staying still for more than 30 min increased by 22.1% after the video. In the combined videos group ( n = 281), 102 (36.3%) children needed repeated MRI sequences, six (2.1%) needed GA and the proportion of children who had confidence in staying still for more than 30 min increased by 23.2% after the videos; the results were not significantly different between the two groups.
CONCLUSION
The interactive video group demonstrated non-inferiority to the combined videos group.
Child
;
Humans
;
Anesthesia, General
;
Magnetic Resonance Imaging
;
Prospective Studies
;
Simulation Training
;
Child, Preschool
;
Adolescent
;
Young Adult
;
Video Recording
2.Is non-contrast-enhanced magnetic resonance imaging cost-effective for screening of hepatocellular carcinoma?
Genevieve Jingwen TAN ; Chau Hung LEE ; Yan SUN ; Cher Heng TAN
Singapore medical journal 2024;65(1):23-29
INTRODUCTION:
Ultrasonography (US) is the current standard of care for imaging surveillance in patients at risk of hepatocellular carcinoma (HCC). Magnetic resonance imaging (MRI) has been explored as an alternative, given the higher sensitivity of MRI, although this comes at a higher cost. We performed a cost-effective analysis comparing US and dual-sequence non-contrast-enhanced MRI (NCEMRI) for HCC surveillance in the local setting.
METHODS:
Cost-effectiveness analysis of no surveillance, US surveillance and NCEMRI surveillance was performed using Markov modelling and microsimulation. At-risk patient cohort was simulated and followed up for 40 years to estimate the patients' disease status, direct medical costs and effectiveness. Quality-adjusted life years (QALYs) and incremental cost-effectiveness ratio were calculated.
RESULTS:
Exactly 482,000 patients with an average age of 40 years were simulated and followed up for 40 years. The average total costs and QALYs for the three scenarios - no surveillance, US surveillance and NCEMRI surveillance - were SGD 1,193/7.460 QALYs, SGD 8,099/11.195 QALYs and SGD 9,720/11.366 QALYs, respectively.
CONCLUSION
Despite NCEMRI having a superior diagnostic accuracy, it is a less cost-effective strategy than US for HCC surveillance in the general at-risk population. Future local cost-effectiveness analyses should include stratifying surveillance methods with a variety of imaging techniques (US, NCEMRI, contrast-enhanced MRI) based on patients' risk profiles.
Humans
;
Adult
;
Carcinoma, Hepatocellular/diagnostic imaging*
;
Liver Neoplasms/diagnostic imaging*
;
Cost-Effectiveness Analysis
;
Cost-Benefit Analysis
;
Quality-Adjusted Life Years
;
Magnetic Resonance Imaging/methods*
6.Temporal Unfolding of Racial Ingroup Bias in Neural Responses to Perceived Dynamic Pain in Others.
Chenyu PANG ; Yuqing ZHOU ; Shihui HAN
Neuroscience Bulletin 2024;40(2):157-170
In this study, we investigated how empathic neural responses unfold over time in different empathy networks when viewing same-race and other-race individuals in dynamic painful conditions. We recorded magnetoencephalography signals from Chinese adults when viewing video clips showing a dynamic painful (or non-painful) stimulation to Asian and White models' faces to trigger painful (or neutral) expressions. We found that perceived dynamic pain in Asian models modulated neural activities in the visual cortex at 100 ms-200 ms, in the orbitofrontal and subgenual anterior cingulate cortices at 150 ms-200 ms, in the anterior cingulate cortex around 250 ms-350 ms, and in the temporoparietal junction and middle temporal gyrus around 600 ms after video onset. Perceived dynamic pain in White models modulated activities in the visual, anterior cingulate, and primary sensory cortices after 500 ms. Our findings unraveled earlier dynamic activities in multiple neural circuits in response to same-race (vs other-race) individuals in dynamic painful situations.
Adult
;
Humans
;
Brain Mapping
;
Pain
;
Empathy
;
Racism
;
Gyrus Cinguli/physiology*
;
Magnetic Resonance Imaging
;
Brain/physiology*
7.Reshaping the Cortical Connectivity Gradient by Long-Term Cognitive Training During Development.
Tianyong XU ; Yunying WU ; Yi ZHANG ; Xi-Nian ZUO ; Feiyan CHEN ; Changsong ZHOU
Neuroscience Bulletin 2024;40(1):50-64
The organization of the brain follows a topological hierarchy that changes dynamically during development. However, it remains unknown whether and how cognitive training administered over multiple years during development can modify this hierarchical topology. By measuring the brain and behavior of school children who had carried out abacus-based mental calculation (AMC) training for five years (starting from 7 years to 12 years old) in pre-training and post-training, we revealed the reshaping effect of long-term AMC intervention during development on the brain hierarchical topology. We observed the development-induced emergence of the default network, AMC training-promoted shifting, and regional changes in cortical gradients. Moreover, the training-induced gradient changes were located in visual and somatomotor areas in association with the visuospatial/motor-imagery strategy. We found that gradient-based features can predict the math ability within groups. Our findings provide novel insights into the dynamic nature of network recruitment impacted by long-term cognitive training during development.
Child
;
Humans
;
Cognitive Training
;
Magnetic Resonance Imaging
;
Brain
;
Brain Mapping
;
Motor Cortex
8.Research on migraine time-series features classification based on small-sample functional magnetic resonance imaging data.
Ang SUN ; Ning CHEN ; Li HE ; Junran ZHANG
Journal of Biomedical Engineering 2023;40(1):110-117
The extraction of neuroimaging features of migraine patients and the design of identification models are of great significance for the auxiliary diagnosis of related diseases. Compared with the commonly used image features, this study directly uses time-series signals to characterize the functional state of the brain in migraine patients and healthy controls, which can effectively utilize the temporal information and reduce the computational effort of classification model training. Firstly, Group Independent Component Analysis and Dictionary Learning were used to segment different brain areas for small-sample groups and then the regional average time-series signals were extracted. Next, the extracted time series were divided equally into multiple subseries to expand the model input sample. Finally, the time series were modeled using a bi-directional long-short term memory network to learn the pre-and-post temporal information within each time series to characterize the periodic brain state changes to improve the diagnostic accuracy of migraine. The results showed that the classification accuracy of migraine patients and healthy controls was 96.94%, the area under the curve was 0.98, and the computation time was relatively shorter. The experiments indicate that the method in this paper has strong applicability, and the combination of time-series feature extraction and bi-directional long-short term memory network model can be better used for the classification and diagnosis of migraine. This work provides a new idea for the lightweight diagnostic model based on small-sample neuroimaging data, and contributes to the exploration of the neural discrimination mechanism of related diseases.
Humans
;
Time Factors
;
Migraine Disorders/diagnostic imaging*
;
Magnetic Resonance Imaging
;
Brain/diagnostic imaging*
;
Neuroimaging
9.Study on brain mechanism of rehabilitation training of articulation disorder in cleft lip and palate patients based on functional magnetic resonance imaging.
Mengyue WANG ; Chunlin LI ; Wenjing ZHANG ; Renji CHEN ; Xia LI
Journal of Biomedical Engineering 2023;40(1):125-132
The cleft lip and palate (CLP) is one of the most common craniofacial malformations in humans. We collected functional magnetic resonance data of 23 CLP patients before rehabilitation training (Bclp) and 23 CLP patients after rehabilitation training (Aclp), who were performing Chinese character pronunciation tasks, and performed brain activation analysis to explore the changes of brain mechanism in CLP patients after articulation disorder rehabilitation training. The study found that Aclp group had significant activation in the motor cortex, Broca area, Wernicke area and cerebellum. While the Bclp group had weak activation in the motor cortex with a small activation range. By comparing the differences and co-activated brain regions between the two groups, we found that rehabilitation training increased the activity level of negatively activated brain areas (cerebellum, left motor area, Wernicke area, etc.) to a positive level. At the same time, the activity level of weakly activated brain areas (right motor area, Broca area, etc.) was also increased. Rehabilitation training promoted the activity level of articulation-related brain regions. So that the activation intensity of articulation-related brain regions can be used as a quantifiable objective evaluation index to evaluate the effect of rehabilitation training, which is of great significance for the formulation of rehabilitation training programs.
Humans
;
Articulation Disorders/therapy*
;
Brain/diagnostic imaging*
;
Cleft Lip/diagnostic imaging*
;
Cleft Palate/diagnostic imaging*
;
Magnetic Resonance Imaging
;
Speech Therapy/psychology*
10.Research progress on head imaging features of carbon monoxide poisoning and delayed encephalopathy.
Chinese Journal of Industrial Hygiene and Occupational Diseases 2023;41(1):57-62
Acute carbon monoxide poisoning and its delayed encephalopathy have obvious damage to the central nervous system. There are different neuroimaging changes in different stages of the disease, and they are relatively specific. This article reviews the clinical research progress on the imaging changes of carbon monoxide poisoning and delayed encephalopathy, including computed tomography (CT) , conventional magnetic resonance imaging (MRI) , diffusion weighted imaging (DWI) , diffusion tensor imaging (DTI) , diffusion kurtosis imaging (DKI) , magnetic resonance spectroscopy (MRS) and other imaging changes reflecting the function and metabolic state of the brain tissue.
Humans
;
Brain Diseases/etiology*
;
Carbon Monoxide Poisoning/diagnostic imaging*
;
Diffusion Magnetic Resonance Imaging
;
Diffusion Tensor Imaging
;
Magnetic Resonance Imaging
;
Tomography, X-Ray Computed
;
Magnetic Resonance Spectroscopy

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