Predicting risk of unplanned hospital readmission within 30-days of discharge using machine learning approaches

Unplanned hospital readmissions are a preventable and costly outcome in the health care system. There are limited tools to estimate risk of readmission. The machine learning process offers an opportunity to develop a risk predictor to identify those at high risk of readmission upon discharge. OKAKI has an opportunity to diversify the commercial products it […]

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Optimizing Pretrained Clinical Embeddings for Automatic COVID-related ICD Coding

We are building a machine learning algorithm to be able to better understand the unstructured clinical notes that doctors write about patients. This will help hospitals and healthcare systems standardize and extract insights from these notes to make them more useful for determining how sick COVID patients are and how they are improving over time.

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Moving Beyond BMI: Cardiovascular fitness as biological marker of reproductive health

The Healthcare Foundation plays an active role in improving patient experiences across Newfoundland and Labrador. The significant findings from research funded by the Healthcare Foundation helps improve the way we diagnose and treat our population. After a grant is received a board member from the foundation is updated on the findings of the research, who […]

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Upgrading Locally Available Sanitizer Ingredients for Health Services in Canada

In response to COVID-19 in Canada, demand for sanitizer products has increased dramatically. Health Canada has relaxed guidelines for sanitizers meant for consumers and maintained the regulation for medical grade ethanol in healthcare settings. In response to the increased demand and relaxed guidelines, organizations in the ethanol supply chain have been producing sanitizer products. The […]

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Forest Disturbance Effects on Hydro-Geomorphic Processes in Large Watersheds

In the last few decades, forest practices, beetle kill and wildfires have created forest disturbances in large watersheds across Canada, at a rate and severity greater than what has occurred historically. These disturbances can dramatically impact rivers by changing the timing and magnitude of high flows and by influencing river-bank erosion and the ability of […]

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Climate Finance and Youth Unemployment for COVID19 Recovery

The COVID19 crisis has had an immense impact in loss of employment across nations and sectors. Youth are one of the most impacted demographic groups as job security has become more precarious. With a main objective of addressing youth unemployment in recovery packages while remaining committed to climate progress, this project proposes a quantitative and […]

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Additive Manufacturing of Molds for the Mass-Production of Mechanical Ventilators during the COVID-19 Pandemic

The ongoing outbreak of COVID-19 has increased the demand for critical supplies such as test kits, protective equipment, and, most importantly, mechanical ventilators. The injection moulding process is well suited to manufacture various components of mechanical ventilators. Improving mold designs is a key factor in the mass production of the injection molding of parts. In […]

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Human Motion Library and Predictive Capabilities for Digital Human Ergonomics Simulation Solution

Within their ergonomics process, automotive manufacturers rely heavily on computer simulation technology, specifically “Jack” (Siemens PLM, Plano, TX). Advancements to “Jack” provide users the ability to create workstations, yet much time is required to produce a single simulation. This 3-year industrial collaboration will reduce the time necessary for their completion and, improve on the accuracy […]

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Anion Exchange Membranes for use in Industrial Electrolysis Systems for Salt-Splitting

Salt splitting is a technology in which an electrochemical cell containing 2 membranes to transport positive and negative ions, is used to produce sulfuric acid and caustic soda from sodium sulfate, a compound found commonly from industrial brine streams. Salt splitting electrolysis is a sustainable solution for the expanding markets of acid and caustic recovery […]

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Development of an Oral Reovirus-Based Vaccination Platform for COVID-19

It is essential to develop a vaccine against SARS-CoV-2, the virus causing the global COVID-19 pandemic. The most efficient vaccines are built on attenuated live viruses, which can be engineered to display specific antigens and, once administered in humans, can safely induce an immune response and immunity to the disease of interest. Fast, reliable, and […]

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Security Analysis of POLARIS

Blockchain and distributed ledger technologies provide networks a method to ensure trust in the network while not relying on a central authority, or even any individual node in the network. Moreover, these technologies enable secure transaction and recording keeping within the network by using distributed consensus to verify the actions of users and cryptographically linking […]

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Architectural and Design Modelling for Blockchain-Intensive Systems

Blockchain technologies are increasingly becoming integral parts of information systems in domains that exhibit an increased need for resilience and can make no assumption of trust between parties. However, properly adopting blockchain in an information system design remains difficult, unsystematic and requires thorough understanding of the technology. In this project we explore ways by which […]

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