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Deep graph contrastive learning model for drug-drug interaction prediction
Published 2024“…The existing methods often do not fully explore the relationship between the structural information and the functional information of drug molecules, resulting in low prediction accuracy for drug interactions, poor generalization, and other issues. …”
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Journal Article -
2
Liposomal encapsulation of pro-NO donor drug
Published 2020“…In-vitro release study conducted using Phosphate buffered saline solution found that the drug was not fully encapsulated in the core of the liposomes, resulting in complete release of nitric oxide within a day. …”
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Final Year Project (FYP) -
3
Collection and analysis on data from Drugs.com
Published 2017“…In this report, Scrapy, is a web scraper, which will be used to extract data from Drugs.com. Scrapy is a framework, done in Python and the outputs will be saved in JSON files. …”
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Final Year Project (FYP) -
4
Mechanistic action of weak acid drugs on biofilms
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Journal Article -
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18F-labelling of new chemotypes for drug discovery
Published 2016“…<b>Chapter 2</b> describes a novel silver-mediated <sup>18</sup>F-labelling of Ar-SCF3, Ar OCF3 and Ar-OCF2H, including [<sup>18</sup>F]Riluzole, the <sup>18</sup>F labelled version of a drug for treatment of amyotrophic lateral sclerosis (ALS). …”
Thesis -
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Development of biomimetic 3D cancer platform for drug testing
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Final Year Project (FYP) -
7
Dynamic drug combination methods for suppressing bacterial antibiotics resistance adaptation
Published 2014“…It is resistant to many drugs and the glycopeptide vancomycin is the only available antibiotic that is active against MRSA infections. …”
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Thesis -
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A concise review of gold nanoparticles-based photo-responsive liposomes for controlled drug delivery
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Journal Article -
10
Local release of rapamycin by microparticles delays islet rejection within the anterior chamber of the eye
Published 2019Get full text
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Journal Article -
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Investigating graph neural networks and classical feature-extraction techniques in activity-cliff and molecular property prediction
Published 2023“…It is one of the key research areas in molecular machine learning and computational drug discovery. Recently, message-passing graph neural networks (GNNs) have emerged as a novel method to learn differentiable features directly from molecular graphs. …”
Thesis -
14
AI is a viable alternative to high throughput screening: a 318-target study
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Journal Article -
15
Cloud Spark Cluster to analyse English prescription big data for NHS intelligence
Published 2024“…Even though Spark is a complete in-memory framework, although limited with its big data platforms facilities compared to Hadoop, Spark analytics engine with Ha-doop distributed file system gives better throughput than Hadoop alone. …”
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Conference or Workshop Item -
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Overcoming endurance issue : UAV-enabled communications with proactive caching
Published 2019“…Specifically, we focus on content-centric communication systems, where a UAV is dispatched to serve a group of ground nodes (GNs) with random and asynchronous requests for files drawn from a given set. With the proposed scheme, at the beginning of each operation period, the UAV pro-actively transmits the files to a subset of selected GNs that cooperatively cache all the files. …”
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Journal Article -
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Optimization of Lithium Iron Phosphate Battery Charging and Performance
Published 2015“…The methods for running experiments are described in Section 4. Section 5.1 gives the results for single cell experiments while Section 5.2 gives results for the battery pack. …”
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Technical Report -
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Design and development of bio-medical devices using rapid prototyping techniques
Published 2008“…This gives rise to controlled-release drug delivery devices (DDD). …”
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Thesis -
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21W.775 Writing about Nature and Environmental Issues, Spring 2006
Published 2006“…Students will keep a web log as a journal. Writings are drawn from the tradition of nature writing and from contemporary forms of the environmentalist essay. …”
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Learning Object