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1
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
Development of biomimetic 3D cancer platform for drug testing
Published 2015Get full text
Final Year Project (FYP) -
4
Low-noise sensor interface circuits for implantable brain interfaces
Published 2014“…The technological of low -noise sensor interface circuits is a frontier science in nowadays.If the research of this kind of circuit is successful,the circuit will be widely used in medicine,for example,the implantable brain interfaces.In this report,an new kind of neural amplifier will be designed and it uses a MOS-bipolar pseudo-resistor element to form this circuit.Certainly,this amplifier can amplify low-frequency signals with low-noise.This amplifier is fully integrated with characteristics like low power consumption and small area,and it can record a large range frequency of biological signal. …”
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Final Year Project (FYP) -
5
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 -
6
An implantable piezoelectric ultrasound stimulator (ImPULS) for deep brain activation
Published 2025“…Ultrasound can aid in energy propagation, but transcranial ultrasound stimulation in the deep brain has limited spatial resolution caused by bone and tissue scattering. …”
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Article -
7
Improved virtual keyboard design for P300-based brain-computer interface
Published 2009“…Amyotrophic lateral sclerosis (ALS), brainstem stroke, brain or spinal cord injury, cerebral palsy, muscular dystrophies, multiple sclerosis, and numerous other diseases impair the neural pathways that control muscles or impair the muscles themselves. …”
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Final Year Project (FYP) -
8
A conserved MTMR lipid phosphatase increasingly suppresses autophagy in brain neurons during aging
Published 2023Get full text
Journal Article -
9
AI is a viable alternative to high throughput screening: a 318-target study
Published 2024Get full text
Journal Article -
10
Interfacial phenomena and biological recognition of mammalian cells on biomimetic materials
Published 2008“…Our work has been mainly focused on the elucidation of bio-interfacial phenomena that are involved in cell therapeutics device and drug delivery systems. However, it is currently impossible to fully engineer cellular processes from the first principle based on molecular interactions due to gap between biology and nanotechology. …”
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Research Report -
11
Modular Titratable Polypills for Personalized Medicine and Simplification of Complex Medication Regimens
Published 2024“…To fill the existing gap in drug dose personalization and simplification of complex medication regimens commonly encountered in the treatment of cardiovascular disease, tuberculosis, and tapering of corticosteroid therapy, a modular titratable polypill approach that simultaneously addresses both aspects is proposed. …”
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Article -
12
A phenotype-based AI pipeline outperforms human experts in differentially diagnosing rare diseases using EHRs
Published 2025“…To address these challenges, we introduce PhenoBrain, a fully automated artificial intelligence pipeline. …”
Journal article -
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Graphene oxide nanoplatelets potentiate anticancer effect of cisplatin in human lung cancer cells
Published 2021“…However, despite vast research on GO, anticancer properties and drug carrier capabilities of graphene oxide nanoplatelets have yet to be fully explored. …”
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Journal Article -
15
Animus: human-embodied animals
Published 2023“…We review recent research to introduce human brain organoids into the brains of infant rats. This research shows these organoids integrate and function to affect behaviour in rats. …”
Journal article -
16
The Relationship between Linguistic Representations in Biological and Artificial Neural Networks
Published 2024“…For example, we do not have the option to learn about the neural circuits that support these capabilities by studying simpler systems than the human brain, such as animal models. However, recent advances in engineering have provided new tools for studying language: artificial neural network language models (LMs), which exhibit remarkable linguistic capabilities and are fully intervenable. …”
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Thesis -
17
Molecular characterization of Tfap2A and Tfap2B in GABAergic neurons in the developing cerebellum
Published 2016“…The cerebellum is a crucial part of the brain that plays a vital role in our daily living. …”
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Final Year Project (FYP) -
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A P450BM3 toolkit For C-H activation synthesis
Published 2016“…Successful applications include drug metabolism, drug fragment diversification, synthesis of flavour and fragrance compounds, steroid oxidation, late-stage functionalisation in total synthesis, and C–H amination. …”
Thesis -
20
Fragmenstein: predicting protein–ligand structures of compounds derived from known crystallographic fragment hits using a strict conserved-binding–based methodology
Published 2025“…Current strategies centred on either merging or linking initial hits from fragment-based drug design (FBDD) crystallographic screens generally do not fully leaverage 3D structural information. …”
Journal article