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101
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 -
102
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103
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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Article -
104
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) -
105
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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Article -
106
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) -
107
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 -
108
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). …”
Journal article -
109
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110
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 -
111
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 -
112
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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Article -
113
Market research on a portable snake venom detection kit.
Published 2012“…The only commercially available diagnostic kit is from Commonwealth Serum Laboratories (CSL) and it uses the Enzyme-linked immunosorbent assay (ELISA) technique. However, it has disadvantages like the inability to fully quantify venom levels and time consuming test procedures which requires some level of expertise. …”
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Final Year Project (FYP) -
114
Investigating the EM performance of building materials for mid-band 5G in urban built environment: an exploratory study
Published 2024“…The thesis is concluded with the investigation of material loading on an evolved antecedent hexagonal-stubbed complementary split-ring resonator (CSRR)-loaded electrically small antenna (ESA) designed to cover the 3.5 GHz 5G frequency band. …”
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Thesis-Doctor of Philosophy -
115
Red Teaming Language Conditioned Robotic Behavior
Published 2024“…We also show that we can use different prompts to LLMs to control properties such as diversity of the generated instructions.…”
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Thesis -
116
Relationship between active protection in vaccinated buffaloes against haemorrhagic septicaemia and passive mouse protection test or serum antibody titres
Published 1994“…Although the passive mouse protection and indirect haemagglutination tests carried out with the pre-challenge sera from vaccinated buffaloes revealed no relationship with active protection in buffaloes, a relationship was observed between the ELISA antibody titres and protection. In contrast, a dose-response relationship was observed between the homologous active and passive mouse protection test. © 1994.…”
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Article -
117
Establishment of optimise strategies in production of recombinant Hepatitis B surface antigen for chip-based antibody detection approach
Published 2015“…The ability of the assay to detect anti-HBs in human sera samples was demonstrated with minor differences in comparison to that of the results obtained with ELISA.…”
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Thesis -
118
AudienceView: AI-Assisted Interpretation of Audience Feedback in Journalism
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Article -
119
Llama2 self-improvement using memory-of-thought
Published 2024“…Memory-of-Thought (MoT) is a newly proposed mechanism for LLMs to self-improve without annotated datasets and expensive resource consumption for fine-tuning models. …”
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Thesis-Master by Coursework -
120
Important mathematical competences for students in the age of generative artificial intelligence: proof comprehension and evaluation, and ChatGPT
Published 2024“…Specifically, generative Large Language Models (LLMs), notably ChatGPT, are becoming increasingly popular among students and are changing the landscape of what mathematical competences students need in order to function effectively in the age of generative artificial intelligence and interact productively with the new technologies. …”
Journal article