Using Multiomics To Understand Spatial Heterogeneity in Alzheimer’s Disease

Single-cell -Omics analysis methods are having a transformational impact on research in the life sciences. Specifically, the capacity to assess genomes, transcriptomes, or proteomes of individual cells in place of (or in addition to) measuring the average signals from populations of cells allows researchers to ask and answer questions that have never been accessible until […]

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Studying weak-to-strong-generalisation using influence functions

A crucial reason that it is possible to train ML systems to outperform human experts in narrow domains such as protein folding or chess, is because for these well-defined problems, it is easy to produce a reliable reward signal. However, current techniques for aligning frontier models with human goals, such as human feedback, are only […]

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High-Performance Ethylene Production via Electrochemical CO2 Reduction Using Cu Diatomic Catalysts

As atmospheric CO2 levels rapidly increase due to industrialization, electrocatalytic reduction technology using renewable energy to convert CO2 (CO2RR) into valuable multi-carbon products such as ethylene, ethanol, and propanol is in the spotlight. Copper is the only metal that can form these C2+ products due to its unique properties. Despite many studies, morphological and chemical […]

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Designing Service Transitions

Traditional approaches to healthcare in Canada are being transformed by new care models that address key challenges including a shifting tax base, changing consumer expectations, and the disruptive impacts of new technologies. These new care models offer an opportunity to rethink how health care services are designed and delivered. Our partners in the proposed research […]

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Analysis of Cross-infection Risk with Mechanical Ventilation System Operations in Uncertain Indoor Environments

As the need for pandemic preparedness, assessing cross-infection risks based on the given indoor environmental conditions is crucial for preventing the spread of group infections. The objective of this research project is to analyze cross-infection risks with various types of mechanical ventilation systems in uncertain environments, such as locations and distances of the infector and […]

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Developmental Evaluation of a Province-Wide Personal Health Records Application

MyHealthNB is a province-wide personal health records (PHR) application that provides all New Brunswick citizens digital access to their health information, including lab results, immunization records, medication lists, and imaging reports. Although MyHealthNB was developed with aim of empowering New Brunswickers to be more actively involved in their health and healthcare, the solution has yet […]

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Development of Deep Learning Techniques for Predicting Dynamic Responses of Local Elements in Complex Structural Systems

In our proposed project, we aim to predict the behavior of large structures like buildings and bridges and key devices upon the large structures in response to natural hazard such as earthquakes. By combining cutting-edge deep learning techniques with the multi-fidelity concept, we’re developing a deep learning model that can predict the response time histories […]

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Development of EVERYONE Study Patient and Parent/Guardian Recruitment and Information Materials for diabetes care clinics

Despite significant therapeutic advances, the management of type 1 diabetes remains a major challenge, with current modalities unable to achieve, in every patient, optimal blood glucose control, while minimizing complications. Precision Medicine steers away from this ‘one-size-fits-all’ approach. Precision Medicine aims to understand each child’s health by integrating all the information they share about themselves, […]

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Development of automatic sound-visualized caption across cultural backgrounds

This project aims to benefit society by improving accessibility for viewers who may not be able to receive sound information well from the media content, including DHH viewers. To develop and research for the project, it is necessary to reflect an in-depth and multi-faceted case analysis on the topic of improving sound accessibility. To fulfil […]

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