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81
In vitro and in silico studies of Lawsone on inflammation-induced skin cells for development of skin anti-inflammatory treatment
Published 2024“…Lawsone exhibited significant anti-inflammatory effect on inflammation induced A431 epidermoid cells. ELISA results were not as expected as compared to previous in silico study, but an anti-inflammatory pattern can be observed in the chronic ethanol-induced treatment groups. …”
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82
Enabling Perspective-Aware Ai with Contextual Scene Graph Generation
Published 2025“…We evaluated PASGG-LM pipelines using state-of-the-art SGG models, including Motifs, Motifs-TDE, and RelTR, and showed that fine-tuning LLMs, particularly GPT-4o-mini and Llama-3.1-8B, improves performance in terms of R@K, mR@K, and mAP. …”
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83
PromptChart: prompting InstructGPT for zero & few-shot chart question answering and summarization
Published 2023“…Meanwhile, large language models (LLMs) such as InstructGPT have demonstrated strong capabilities to solve target tasks by conditioning on few-shot prompts. …”
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Final Year Project (FYP) -
84
Developing a graphene Q&A chatbot using retrieval augmented generation (RAG)
Published 2024“…This experimental study tested the use of UMAP visualizations to determine the optimal chunk size and overlap. Subsequently, two LLMs, the DRAGON Deci-7B LLM and the DRAGON Mistral-7B LLM, were tested within a RAG question-answering chatbot architecture. …”
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Final Year Project (FYP) -
85
Towards explainable and semantically coherent claim extraction for an automated fact-checker
Published 2024“…Although Automatic Fact-Checkers and LLMs like ChatGPT have become popular and seem to be a promising solution to detect fake news, these models still have some limitations regarding their reliance on pre-existing knowledge, and concerns are raised about whether they can differentiate between truth and falsehood. …”
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Final Year Project (FYP) -
86
Prevalence of West Nile virus in domesticated mammals (cattle, goat, horse and pig) in selected areas of Peninsular Malaysia
Published 2022“…The serum samples were screened for WNV IgG using a competitive ELISA (c- ELISA) kit (ID VET, France), and for Japanese encephalitis virus (JEV) IgG using double-antibody sandwich ELISA kit (Sunred, China). …”
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Thesis -
87
From Classification to Clinical Insights: Towards Analyzing and Reasoning About Mobile and Behavioral Health Data With Large Language Models
Published 2024“…To address these challenges, we pioneer the exploration of large language models (LLMs) to synthesize clinically relevant insights from multi-sensor data. …”
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Clinical Question-Answering over Distributed EHR Data
Published 2024“…LLMs using RAG can answer questions about patient records without training on privacy-sensitive data; updated records can also be queried immediately without finetuning. …”
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Thesis -
90
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91
AI-Augmented Predictions: LLM Assistants Improve Human Forecasting Accuracy
Published 2025“…Large language models (LLMs) match and sometimes exceed human performance in many domains. …”
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92
Sentiment analysis and topic modelling of 2024 U.S. and Indonesian election tweets: a study of political discourse and public opinion
Published 2024“…These findings underscore the importance of combining advanced LLMs and topic modelling techniques with forecasting to provide a nuanced understanding of public sentiment and discourse and inform future research and applications in these areas.…”
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Final Year Project (FYP) -
93
Advancing cyber incident timeline analysis through retrieval-augmented generation and large language models
Published 2025“…Our findings demonstrate the practical power of LLMs in advancing the automation of cyber-incident timeline analysis, a subfield within DFIR. …”
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94
Injectable cell transplantation system for cytokine-based cancer immunotherapy
Published 2009“…Genetic analysis confirmed up-regulation of several anti-tumour cytokines, TNF-α, IFN-β1, IL-10, and M-CSF by the macrophages. ELISA suggested the TNF-α was released in the first 24-hour post LPS stimulation, and then rapidly subsided. …”
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Final Year Project (FYP) -
95
Dengue Serotype Cross-Reactive, Anti-E Protein Antibodies Confound Specific Immune Memory for 1 Year after Infection
Published 2015“…Since secondary patients rapidly produced antibodies specific for the virus envelope (E) protein, an E-specific ELISA was superior compared to a virus particle-specific ELISA to identify patients with secondary infections. …”
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Journal Article -
96
The anti-circumsporozoite antibody response to repeated, seasonal booster doses of the malaria vaccine RTS,S/AS01 E
Published 2025“…Results obtained with GSK ELISA and the Oxford Multiplex assay were strongly correlated (Pearson’s correlation coefficient, r = 0.94; 95% CI, 0.93–0.95). …”
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Epstein-Barr viral latent and early antigen serology in nasopharyngeal carcinoma
Published 2008“…Current methods include detection by indirect immunofluorescence assay which is laborious, subjective and requires highly-trained personnel, and enzyme-linked immunosorbent assay (ELISA), which can be easily performed by any hospital laboratory.…”
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Thesis -
99
Generation, Detection, and Evaluation of Role-play based Jailbreak attacks in Large Language Models
Published 2024“…By better understanding the nature of role-play based jailbreak attacks, we hope to be able to contribute to the research area of jailbreak attack detection in LLMs so that they can be robustly defended against in the future.…”
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Thesis -
100
SPICES: spectro-polarimetric imaging and characterization of exoplanetary systems.
Published 2017“…SPICES (Spectro-Polarimetric Imaging and Characterization of Exoplanetary Systems) is a five-year M-class mission proposed to ESA Cosmic Vision. Its purpose is to image and characterize long-period extrasolar planets and circumstellar disks in the visible (450-900 nm) at a spectral resolution of about 40 using both spectroscopy and polarimetry. …”
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