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All Outputs (473)

A machine learning-based intrusion detection algorithm for securing bioinformatics pipelines (2025)
Presentation / Conference Contribution

Bioinformatics pipelines, which process vast amounts of sensitive biological data, are increasingly targeted by cyberattacks. Traditional security measures often fail to provide adequate protection due to the unique computational and network characte... Read More about A machine learning-based intrusion detection algorithm for securing bioinformatics pipelines.

Defining the recommended gray zone in MGMT promoter methylation pyrosequencing reporting: A robust translatable method to implement new EANO guidelines (2025)
Journal Article

Background
The DNA repair protein O6-methylguanine-DNA methyltransferase (MGMT) may cause resistance of tumour cells to alkylating agents, and is a predictive biomarker in high-grade gliomas treated with temozolomide. Recent EANO guidelines recommen... Read More about Defining the recommended gray zone in MGMT promoter methylation pyrosequencing reporting: A robust translatable method to implement new EANO guidelines.

Inter-rater reliability of stress signatures in exfoliated primary dentition - Improving scientific rigor and reproducibility in histological data collection (2025)
Journal Article

Accentuated Lines (ALs) in tooth enamel can reflect metabolic disruptions from physiological or psychological stresses during development. They can therefore serve as a retrospective biomarker of generalized stress exposure in archaeological and clin... Read More about Inter-rater reliability of stress signatures in exfoliated primary dentition - Improving scientific rigor and reproducibility in histological data collection.

Monitoring environmental factors for optimal health and welfare of broiler chickens using sensor technology in Southwest Nigeria (2025)
Presentation / Conference Contribution

Multiple factors affect the health and welfare of broiler chickens under the deep litter system. These factors include daily variations in temperature, humidity, noxious gases (such as ammonia, hydrogen sulphide, and nitrous oxide), particulate matte... Read More about Monitoring environmental factors for optimal health and welfare of broiler chickens using sensor technology in Southwest Nigeria.

Ring of Animals (2025)
Exhibition / Performance

A new 6 channel iteration of my collaboration with Young In Hong shown as part of Lining Revealed – A Journey Through Folk Wisdom and Contemporary Vision at CHAT, Hong Kong.

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I was asked by Young In Hong to collaborate on this work by develo... Read More about Ring of Animals.

Time series forecasting for air quality with structured and unstructured data using artificial neural networks (2025)
Journal Article

Various machine learning algorithms exist to predict air quality, but they can only analyse structured data gathered from monitoring stations. However, the concentration of certain pollutants, such as PM2.5 and PM10, can be visually significant when... Read More about Time series forecasting for air quality with structured and unstructured data using artificial neural networks.

AI under attack: Metric-driven analysis of cybersecurity threats in deep learning models for healthcare applications (2025)
Journal Article

Incorporating Artificial Intelligence (AI) in healthcare has transformed disease diagnosis and treatment by offering unprecedented benefits. However, it has also revealed critical cybersecurity vulnerabilities in Deep Learning (DL) models, which rais... Read More about AI under attack: Metric-driven analysis of cybersecurity threats in deep learning models for healthcare applications.

Sensitive periods for exposure to indoor air pollutants and psychosocial factors in association with symptoms of psychopathology at school-age in a South African birth cohort (2025)
Journal Article

Exposure to environmental toxicants and psychosocial stressors during gestation and early life are particularly harmful and may impact brain development. Specifically, exposure to indoor air pollutants (IAP) and psychosocial factors (PF) during these... Read More about Sensitive periods for exposure to indoor air pollutants and psychosocial factors in association with symptoms of psychopathology at school-age in a South African birth cohort.

Horizontal autoscaling of virtual machines in hybrid cloud infrastructures: Current status, challenges, and opportunities (2025)
Journal Article

The deployment of virtual machines (VMs) within the Infrastructure as a Service (IaaS) layer across public, private, or hybrid cloud infrastructures is prevalent in various organisational settings for hosting essential business services. However, ach... Read More about Horizontal autoscaling of virtual machines in hybrid cloud infrastructures: Current status, challenges, and opportunities.

Energy optimisation in aquaponics - Integrating renewable source and water as energy buffer for sustainable food production (2025)
Journal Article

Aquaponics, a symbiotic integration of aquaculture and hydroponics, has emerged as a promising solution for sustainable food production, offering efficient water and land utilisation. However, the high energy costs associated with maintaining optimal... Read More about Energy optimisation in aquaponics - Integrating renewable source and water as energy buffer for sustainable food production.

Travel patterns & conference intentions: Engaging conference attendees with sustainability through input physicalization (2025)
Presentation / Conference Contribution

Against the backdrop of a growing concern with environmental sustainability across HCI research and design, TEI'24 was the first version of the conference to include a sustainability chair. In conjunction with this increasing interest in sustainabili... Read More about Travel patterns & conference intentions: Engaging conference attendees with sustainability through input physicalization.