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Individual-fMRI-approaches reveal cerebellum and visual communities to be functionally connected in obsessive compulsive disorder
Published 2021“…Then, we explored the brain network organization of both groups by estimating the subject-specific communities within each group. …”
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62
Functional connectivity of resting-state networks in ADHD and salience reward processing: a secondary data analysis study
Published 2023“…Methods: Specifically, this study will conduct a group ICA analysis on resting state fMRI data, followed by univariate analyses using the MANCOVAN toolbox in GIFTICA to study the effect of group on functional connectivity of the resting state networks. Whole brain analysis was then conducted using SPM12 to further locate significant effect of group on activations within resting state networks. …”
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Final Year Project (FYP) -
63
The cingulum: anatomy, connectivity and what goes beyond
Published 2025“…Proper targeting within the cingulum is essential to achieve sufficient pain relief. …”
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64
EEG-based stress evaluation in a ship's bridge simulator based assessment
Published 2016“…Acknowledging this gap in literature, a partnership between Singapore Maritime Academy (SMA), Nanyang Technological University and Fraunhofer IDM aims to introduce and develop a novel method of research using EEG brain state monitoring technology. In this study, experiments are conducted within SMA’s bridge simulator facility to validate the accuracy and viability of EEG technology, and its stress recognition algorithms within the maritime environment. …”
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Final Year Project (FYP) -
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66
Understanding tumor cell plasticity in spatial transcriptomics with graph attention networks and walk-based pseudotime analysis
Published 2024“…When applied to pancreatic ductal adenocarcinoma (PDAC), distinct, conserved neighborhoods within the tissue, including diverse immune and cancer clusters. …”
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67
Regulation and function of innate-like T cells
Published 2021“…Finally, estimated immune cell fractions within TCGA data revealed that the favourable prognostic association of CD161 across cancers was attributable to multiple CD161-expressing cell types. …”
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68
Tree-based Data Replay for More Efficient LLM Continual Learning
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Thesis -
69
Understanding the molecular mechanism of ion and amino acid transport in neurons
Published 2020“…It is expressed ubiquitously in brain but is thought to play distinct roles in different areas of the brain. …”
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70
Naturalistic multimodal emotion data with deep learning can advance the theoretical understanding of emotion
Published 2024“…By integrating data from multimodal markers of emotion, including subjective experiences, contextual factors, brain-bodily physiological signals and expressive behaviours, deep learning algorithms can uncover and map their complex relationships within multidimensional spaces. …”
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71
Benchmarking novel graph neural networks
Published 2021“…The human brain’s reasoning is postulated to be done by the creation of graphs from the experiences that are encountered in daily life. …”
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Final Year Project (FYP) -
72
Chronic neuropsychiatric sequelae of SARS-CoV-2: protocol and methods from the Alzheimer's Association Global Consortium
Published 2022“…Damage or functional changes to the brain may result in chronic sequelae. The risk of incident cognitive and neuropsychiatric complications appears independent from the severity of the original pulmonary illness. …”
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73
Bayesian lesion estimation with a structured spike-and-slab prior
Published 2024“…Neural demyelination and brain damage accumulated in white matter appear as hyperintense areas on T2-weighted MRI scans in the form of lesions. …”
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74
Active nematics for mechanobiology: patterning and flows in living matter
Published 2024“…</p> <p>Finally, we study breast cancer tumours inside an extracellular matrix as confined active matter. …”
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75
Fluorescent imaging and bio-cellular uptake assessment of gold-near infrared dye conjugated cockle shell calcium carbonate nanoparticles
Published 2024“…Biocompatibility of Au-CsCaCO3NPs in cultured human breast carcinoma cells MCF-7 and mouse embryonic fibroblast cells NIH3T3 was evaluated using bioassays like Lactate Dehydrogenase LDH and Reactive Oxygen Species ROS for toxic examination. …”
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76
Effects of high fat diet on intestinal toll-like receptor activity
Published 2023“…In recent years, there has been a growing number of research on gut health, primarily due to its influence on multiple organs within our body. The gut-brain axis and gut-liver axis are well established examples of this influence. …”
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Final Year Project (FYP) -
77
Inertia measurement unit based sensing module for CPT training kit
Published 2014“…Without immediate treatment, the brain will cease to function within 4-5 minutes. …”
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Final Year Project (FYP) -
78
The effect of the amyloid-beta peptide on the fluidity of cell membranes : a study by fluorescence correlation spectroscopy
Published 2017“…One of the key factors thought lead to AD is the aggregation of the amyloid-beta (Aβ) in susceptible brain regions, namely the cerebral cortex and hippocampus. …”
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Thesis -
79
The persuasion network is modulated by drug-use risk and predicts anti-drug message effectiveness
Published 2019“…While a persuasion network has been proposed, little is known about how network connections between brain regions contribute to attitude change. Two possible mechanisms have been advanced. …”
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80
Nipah: The history, and future, of one of the world’s most lethal viruses
Published 2024“…The virus first emerged in 1998, when hundreds of pig farmers in Malaysia fell ill with fevers and encephalitis, or brain inflammation. Nipah has caused smaller outbreaks in nearby Bangladesh nearly every year since then. …”
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Thesis