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Neuroimaging meta regression for coordinate based meta analysis data with a spatial model
Published 2024“…In this article, we propose a generative coordinate-based meta-regression (CBMR) framework to approximate a smooth activation intensity function and investigate the effect of study-level covariates (e.g. year of publication, sample size). …”
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Accident severity levels and traffic signs interactions in state roads : a seemingly unrelated regression model in unbalanced panel data approach
Published 2020“…This study intended to investigate the interactions between accident severity levels and traffic signs in state roads located in Croatia, and explore the correlation within accident severity levels and heterogeneity attributed to unobserved factors. …”
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Novel genetic associations for blood pressure identified via gene-alcohol interaction in up to 570K individuals across multiple ancestries
Published 2020“…Additionally, correlated meta-analysis identified eight novel BP loci (11 genes). …”
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Synergistic, multi-level understanding of psychedelics: three systematic reviews and meta-analyses of their pharmacology, neuroimaging and phenomenology
Published 2024“…Yet their modes of action are not fully understood. Here, we provide a novel, synergistic understanding of psychedelics arising from systematic reviews and meta-analyses of three hierarchical levels of analysis: (1) subjective experience (phenomenology), (2) neuroimaging and (3) molecular pharmacology. …”
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Enteral and parenteral nutrition in patients with cancer: complication rates compared—updated systematic review and meta-analysis
Published 2025“…Background: The aim of this systematic review and meta-analysis is to compare the complication rates of enteral nutrition (EN) (oral or tube feeding (TF)) and parenteral nutrition (PN) in patients with any cancer. …”
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Learning quantum data with the quantum earth mover’s distance
Published 2024“…To overcome these obstacles, we consider here the recently proposed quantum earth mover’s (EM) or Wasserstein-1 distance as a quantum analog to the classical EM distance. …”
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Blockchain and federated learning for data sharing in vehicular network
Published 2022“…Federated learning, however, have a weakness in that the global aggregator of the local gradients is centralized in the server whereupon data contributors will upload their local training gradient updates. …”
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Final Year Project (FYP) -
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Global prevalence of constipation during pregnancy: a systematic review and meta-analysis
Published 2024“…Method: Researchers conducted a meta-analysis of published data on the prevalence of constipation in pregnancy. …”
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A novel torchlight data association strategy for surface registration
Published 2013“…This paper presents a novel method for rigid surface registration using torchlight structure as data association, and the new method improves the correctness of point matching. …”
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Conference Paper -
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Novel algorithms for inferring granger causality using biological data
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Thesis -
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Energy efficiency and server virtualization in data centers : an empirical investigation
Published 2013“…This characterization lays a mathematical foundation for server consolidation in green data center architecture.…”
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Conference Paper -
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Prevalence of sleep disturbance in patients with ankylosing spondylitis: a systematic review and meta-analysis
Published 2023“…Heterogeneity among the identified studies was checked using the I2 index, and the Begg and Mazumdar correlation test examined the existence of published bias. Comprehensive Meta-Analysis (v.2) software was adopted to analyze the data. …”
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The global prevalence of sexual disorder in patients with rheumatoid arthritis: a systematic review and meta-analysis
Published 2024“…Following paper collection and data extraction, the Random Effects model was used to perform the data analysis (CMA, v.2). …”
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Predicting marsh vulnerability to sea-level rise using Holocene relative sea-level data
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Journal Article -
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Gametocyte carriage in uncomplicated plasmodium falciparum malaria following treatment with artemisinin combination therapy: a systematic review and meta-analysis of individual pat...
Published 2016“…An individual patient clinical data meta-analysis was undertaken to identify the determinants of gametocyte carriage and the comparative effects of four ACTs: artemether-lumefantrine (AL), artesunate/amodiaquine (AS-AQ), artesunate/mefloquine (AS-MQ), and dihydroartemisinin-piperaquine (DP).…”
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Federated learning for edge computing
Published 2024“…I will also be looking at a variety of areas of federated learning, such as data partitioning, how to apply them, and the kind of data I will be working with. …”
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Final Year Project (FYP) -
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Association of nucleoside reverse transcriptase inhibitors with adverse perinatal outcomes in pregnant women living with HIV: systematic review and meta-analysis
Published 2025“…</p> <br> <p><strong>Methods of data synthesis:</strong> Random-effects meta-analysis.…”
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A data-assisted first-principle approach to modeling server outlet temperature in air free-cooled data centers
Published 2022“…The server outlet temperature is an important thermal condition to the operation of an air free-cooled data center that uses fans to continuously pass the outside air through the server room to cool the computing devices. …”
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Journal Article