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Habitat Complexity Influencing Avian Community Structure, Conservation Management and its Implications in Malaysia
Published 2024“…In bird ecological research, habitat complexity is crucial because it affects biodiversity overall within species interactions and resource availability by evaluating environmental features including floristic composition and habitat heterogeneity. …”
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Acute inflammatory diseases of the central nervous system after SARS-CoV-2 vaccination
Published 2022“…MOGAD patients presented atypically, only 2 with isolated ON (1 after BNT162b2 vaccine) but with frequent ADEM-like brain lesions and LETM. Within the seronegative group, phenotypic differences were observed between ChAdOx1S and BNT162b2 recipients. …”
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Tracing RNA biography: in situ transcriptome profiling by novel spatial omics technologies
Published 2024“…Additionally, the translation level varied across cell types and regions within intact mouse brain tissue.…”
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Thesis -
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Uniform volumetric single-cell processing for organ-scale molecular phenotyping
Published 2025“…We implemented CuRVE to immunologically label whole mouse and rat brains and marmoset and human tissue blocks within 1 day. …”
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Characterization of hippocampal CA1 place cells.
Published 2013“…In 1971, O’Keefe & Dostrovsky discovered the highly selective firings of hippocampal principal cells when rats were in specific regions within an environment and prompted research on hippocampus role in spatial processing. …”
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Final Year Project (FYP) -
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Investigating the use of neurofeedback to promote self-regulation of cortical motor activities as a potential rehabilitation tool post-stroke
Published 2024“…This change in the functional organization of the brain, affecting cortical laterality can significantly impact individuals’ ability to perform activities of daily living. …”
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Modeling of intracranial tumor treating fields for the treatment of complex high-grade gliomas
Published 2024“…Increasing the intensity of tumor treating fields (TTF) within a tumor bed improves clinical efficacy, but reaching sufficiently high field intensities to achieve growth arrest remains challenging due in part to the insulating nature of the cranium. …”
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Internal initiation of reverse transcription in a Penelope-like retrotransposon
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Coupled sleep rhythms for memory consolidation
Published 2024“…Sheltered from external tasks and distractions, sleep constitutes an optimal state for the brain to reprocess and consolidate previous experiences. …”
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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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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) -
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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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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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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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Thesis -
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Tree-based Data Replay for More Efficient LLM Continual Learning
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Thesis -
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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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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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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)